{
 "name": "Use Which Tool AI tools dataset",
 "description": "49 AI tools for vibe coders and indie builders, with pricing taken from official vendor pages and dated.",
 "publisher": {
  "name": "Use Which Tool",
  "url": "https://usewhichtool.com",
  "founder": "Sameer Chowdhry",
  "contact": "https://x.com/SamChowdhryAI"
 },
 "documentation": "https://usewhichtool.com/data",
 "version": 1,
 "lastChecked": "2026-11-03",
 "attribution": "Free to read, quote and reuse with attribution. Please cite \"Use Which Tool\" and link to https://usewhichtool.com (or the tool's page). Prices change: show the verified date and link the official source.",
 "citeAs": "Use Which Tool, \"Use Which Tool AI tools dataset\", https://usewhichtool.com/data/tools.json (last verified 2026-11-03)",
 "notes": "Verdicts are based on public docs and pricing pages, not hands-on testing. No paid rankings, scores or reviews. Always confirm prices on the vendor's site.",
 "count": 49,
 "categories": [
  {
   "id": "coding",
   "name": "Coding",
   "page": "https://usewhichtool.com/category/coding"
  },
  {
   "id": "app-building",
   "name": "App building",
   "page": "https://usewhichtool.com/category/app-building"
  },
  {
   "id": "agents",
   "name": "Agents",
   "page": "https://usewhichtool.com/category/agents"
  },
  {
   "id": "design",
   "name": "Design",
   "page": "https://usewhichtool.com/category/design"
  },
  {
   "id": "research",
   "name": "Research",
   "page": "https://usewhichtool.com/category/research"
  },
  {
   "id": "testing",
   "name": "Testing",
   "page": "https://usewhichtool.com/category/testing"
  },
  {
   "id": "deployment",
   "name": "Deployment",
   "page": "https://usewhichtool.com/category/deployment"
  },
  {
   "id": "assistants",
   "name": "Assistants",
   "page": "https://usewhichtool.com/category/assistants"
  }
 ],
 "guides": [
  {
   "slug": "ai-assistants",
   "title": "Muse vs Dots vs Grok Bot: 13 AI assistants compared",
   "description": "13 AI assistants compared on price, free options, approvals, credit rollover, regions and platforms, from official pages checked Oct 22 to Nov 3, 2026.",
   "page": "https://usewhichtool.com/compare/ai-assistants",
   "markdown": "https://usewhichtool.com/compare/ai-assistants.md",
   "checked": "2026-11-03"
  },
  {
   "slug": "which-ai-coding-tool",
   "title": "Which AI coding tool should I use? Free plans and credits",
   "description": "Pick an AI coding tool or app builder by what you build: free plans, credits, resets and rollover for 11 tools, from official pages checked Oct 29 to 31, 2026.",
   "page": "https://usewhichtool.com/compare/which-ai-coding-tool",
   "markdown": "https://usewhichtool.com/compare/which-ai-coding-tool.md",
   "checked": "2026-10-31"
  },
  {
   "slug": "best-ai-app-builder-for-beginners",
   "title": "Best AI app builder for beginners: free plans compared",
   "description": "Lovable, Bolt, v0 and Replit for first-time builders: free plans, credits, hosting and phone apps, from official pages checked Oct 29, 2026.",
   "page": "https://usewhichtool.com/compare/best-ai-app-builder-for-beginners",
   "markdown": "https://usewhichtool.com/compare/best-ai-app-builder-for-beginners.md",
   "checked": "2026-10-29"
  }
 ],
 "comparisons": [
  {
   "slug": "bolt-vs-lovable",
   "title": "Bolt vs Lovable",
   "tools": [
    "bolt",
    "lovable"
   ],
   "page": "https://usewhichtool.com/compare/bolt-vs-lovable",
   "markdown": "https://usewhichtool.com/compare/bolt-vs-lovable.md"
  },
  {
   "slug": "v0-vs-lovable",
   "title": "v0 by Vercel vs Lovable",
   "tools": [
    "v0",
    "lovable"
   ],
   "page": "https://usewhichtool.com/compare/v0-vs-lovable",
   "markdown": "https://usewhichtool.com/compare/v0-vs-lovable.md"
  },
  {
   "slug": "lovable-vs-replit",
   "title": "Lovable vs Replit",
   "tools": [
    "lovable",
    "replit"
   ],
   "page": "https://usewhichtool.com/compare/lovable-vs-replit",
   "markdown": "https://usewhichtool.com/compare/lovable-vs-replit.md"
  },
  {
   "slug": "cursor-vs-github-copilot",
   "title": "Cursor vs GitHub Copilot",
   "tools": [
    "cursor",
    "github-copilot"
   ],
   "page": "https://usewhichtool.com/compare/cursor-vs-github-copilot",
   "markdown": "https://usewhichtool.com/compare/cursor-vs-github-copilot.md"
  },
  {
   "slug": "cursor-vs-claude-code",
   "title": "Cursor vs Claude Code",
   "tools": [
    "cursor",
    "claude-code"
   ],
   "page": "https://usewhichtool.com/compare/cursor-vs-claude-code",
   "markdown": "https://usewhichtool.com/compare/cursor-vs-claude-code.md"
  },
  {
   "slug": "claude-code-vs-openai-codex",
   "title": "Claude Code vs OpenAI Codex",
   "tools": [
    "claude-code",
    "openai-codex"
   ],
   "page": "https://usewhichtool.com/compare/claude-code-vs-openai-codex",
   "markdown": "https://usewhichtool.com/compare/claude-code-vs-openai-codex.md"
  },
  {
   "slug": "muse-vs-grok-bot",
   "title": "Muse vs Grok Bot",
   "tools": [
    "meta-muse",
    "grok-bot"
   ],
   "page": "https://usewhichtool.com/compare/muse-vs-grok-bot",
   "markdown": "https://usewhichtool.com/compare/muse-vs-grok-bot.md"
  },
  {
   "slug": "muse-vs-dots",
   "title": "Muse vs Dots",
   "tools": [
    "meta-muse",
    "openai-dots"
   ],
   "page": "https://usewhichtool.com/compare/muse-vs-dots",
   "markdown": "https://usewhichtool.com/compare/muse-vs-dots.md"
  },
  {
   "slug": "chatgpt-work-vs-claude",
   "title": "ChatGPT Work vs Claude",
   "tools": [
    "chatgpt-work",
    "claude"
   ],
   "page": "https://usewhichtool.com/compare/chatgpt-work-vs-claude",
   "markdown": "https://usewhichtool.com/compare/chatgpt-work-vs-claude.md"
  },
  {
   "slug": "vercel-vs-netlify",
   "title": "Vercel vs Netlify",
   "tools": [
    "vercel",
    "netlify"
   ],
   "page": "https://usewhichtool.com/compare/vercel-vs-netlify",
   "markdown": "https://usewhichtool.com/compare/vercel-vs-netlify.md"
  },
  {
   "slug": "langgraph-vs-crewai",
   "title": "LangGraph vs CrewAI",
   "tools": [
    "langgraph",
    "crewai"
   ],
   "page": "https://usewhichtool.com/compare/langgraph-vs-crewai",
   "markdown": "https://usewhichtool.com/compare/langgraph-vs-crewai.md"
  },
  {
   "slug": "cursor-vs-openai-codex",
   "title": "Cursor vs OpenAI Codex",
   "tools": [
    "cursor",
    "openai-codex"
   ],
   "page": "https://usewhichtool.com/compare/cursor-vs-openai-codex",
   "markdown": "https://usewhichtool.com/compare/cursor-vs-openai-codex.md"
  },
  {
   "slug": "github-copilot-vs-openai-codex",
   "title": "GitHub Copilot vs OpenAI Codex",
   "tools": [
    "github-copilot",
    "openai-codex"
   ],
   "page": "https://usewhichtool.com/compare/github-copilot-vs-openai-codex",
   "markdown": "https://usewhichtool.com/compare/github-copilot-vs-openai-codex.md"
  },
  {
   "slug": "claude-code-vs-github-copilot",
   "title": "Claude Code vs GitHub Copilot",
   "tools": [
    "claude-code",
    "github-copilot"
   ],
   "page": "https://usewhichtool.com/compare/claude-code-vs-github-copilot",
   "markdown": "https://usewhichtool.com/compare/claude-code-vs-github-copilot.md"
  },
  {
   "slug": "cursor-vs-devin",
   "title": "Cursor vs Devin (formerly Windsurf)",
   "tools": [
    "cursor",
    "devin"
   ],
   "page": "https://usewhichtool.com/compare/cursor-vs-devin",
   "markdown": "https://usewhichtool.com/compare/cursor-vs-devin.md"
  },
  {
   "slug": "cursor-vs-zed",
   "title": "Cursor vs Zed",
   "tools": [
    "cursor",
    "zed"
   ],
   "page": "https://usewhichtool.com/compare/cursor-vs-zed",
   "markdown": "https://usewhichtool.com/compare/cursor-vs-zed.md"
  },
  {
   "slug": "cline-vs-claude-code",
   "title": "Cline vs Claude Code",
   "tools": [
    "cline",
    "claude-code"
   ],
   "page": "https://usewhichtool.com/compare/cline-vs-claude-code",
   "markdown": "https://usewhichtool.com/compare/cline-vs-claude-code.md"
  },
  {
   "slug": "lovable-vs-cursor",
   "title": "Lovable vs Cursor",
   "tools": [
    "lovable",
    "cursor"
   ],
   "page": "https://usewhichtool.com/compare/lovable-vs-cursor",
   "markdown": "https://usewhichtool.com/compare/lovable-vs-cursor.md"
  },
  {
   "slug": "v0-vs-bolt",
   "title": "v0 by Vercel vs Bolt",
   "tools": [
    "v0",
    "bolt"
   ],
   "page": "https://usewhichtool.com/compare/v0-vs-bolt",
   "markdown": "https://usewhichtool.com/compare/v0-vs-bolt.md"
  },
  {
   "slug": "bolt-vs-replit",
   "title": "Bolt vs Replit",
   "tools": [
    "bolt",
    "replit"
   ],
   "page": "https://usewhichtool.com/compare/bolt-vs-replit",
   "markdown": "https://usewhichtool.com/compare/bolt-vs-replit.md"
  },
  {
   "slug": "lovable-vs-base44",
   "title": "Lovable vs Base44",
   "tools": [
    "lovable",
    "base44"
   ],
   "page": "https://usewhichtool.com/compare/lovable-vs-base44",
   "markdown": "https://usewhichtool.com/compare/lovable-vs-base44.md"
  },
  {
   "slug": "base44-vs-replit",
   "title": "Base44 vs Replit",
   "tools": [
    "base44",
    "replit"
   ],
   "page": "https://usewhichtool.com/compare/base44-vs-replit",
   "markdown": "https://usewhichtool.com/compare/base44-vs-replit.md"
  },
  {
   "slug": "cursor-vs-antigravity",
   "title": "Cursor vs Google Antigravity",
   "tools": [
    "cursor",
    "google-antigravity"
   ],
   "page": "https://usewhichtool.com/compare/cursor-vs-antigravity",
   "markdown": "https://usewhichtool.com/compare/cursor-vs-antigravity.md"
  },
  {
   "slug": "claude-code-vs-antigravity",
   "title": "Claude Code vs Google Antigravity",
   "tools": [
    "claude-code",
    "google-antigravity"
   ],
   "page": "https://usewhichtool.com/compare/claude-code-vs-antigravity",
   "markdown": "https://usewhichtool.com/compare/claude-code-vs-antigravity.md"
  },
  {
   "slug": "opencode-vs-claude-code",
   "title": "OpenCode vs Claude Code",
   "tools": [
    "opencode",
    "claude-code"
   ],
   "page": "https://usewhichtool.com/compare/opencode-vs-claude-code",
   "markdown": "https://usewhichtool.com/compare/opencode-vs-claude-code.md"
  },
  {
   "slug": "opencode-vs-cursor",
   "title": "OpenCode vs Cursor",
   "tools": [
    "opencode",
    "cursor"
   ],
   "page": "https://usewhichtool.com/compare/opencode-vs-cursor",
   "markdown": "https://usewhichtool.com/compare/opencode-vs-cursor.md"
  }
 ],
 "tools": [
  {
   "id": "cursor",
   "name": "Cursor",
   "officialUrl": "https://cursor.com",
   "page": "https://usewhichtool.com/tools/cursor",
   "markdown": "https://usewhichtool.com/tools/cursor.md",
   "categories": [
    {
     "id": "coding",
     "name": "Coding"
    },
    {
     "id": "agents",
     "name": "Agents"
    }
   ],
   "verdict": "A strong default AI code editor for builders who want an agent in their IDE.",
   "useCases": [
    "write code with an AI agent",
    "refactor a codebase",
    "AI code review",
    "run cloud coding agents"
   ],
   "strengths": [
    "Agent-first editor built around handing off coding tasks",
    "Cloud agents, automations and AI code review (Bugbot) listed on higher tiers",
    "Third-party models available at API list price"
   ],
   "limitations": [
    "Pricing page now bundles Cursor with Grok/X subscription tiers, which can be confusing",
    "Plus tier is limited to Grok models per pricing page",
    "Third-party model usage billed separately"
   ],
   "pricing": {
    "summary": "Free tier; paid tiers listed at $8, $30, $100 and $200/month; Teams from $30/user/month; Enterprise custom.",
    "type": "Free tier",
    "sourceUrl": "https://cursor.com/pricing",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "github-copilot",
    "claude-code",
    "devin",
    "cline",
    "aider",
    "zed",
    "openai-codex",
    "factory",
    "opencode",
    "google-antigravity",
    "kiro",
    "firebase-studio",
    "coderabbit"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is Cursor free?",
     "answer": "Yes, it lists a free way to start. Free tier; paid tiers listed at $8, $30, $100 and $200/month; Teams from $30/user/month; Enterprise custom. (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does Cursor cost?",
     "answer": "Free tier; paid tiers listed at $8, $30, $100 and $200/month; Teams from $30/user/month; Enterprise custom. (from cursor.com/pricing, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "Is Cursor free for students?",
     "answer": "Not for new sign-ups. Cursor stopped new sign-ups for its student discount on June 25, 2026; students who already redeemed it keep their current rate until their plan expires. Undergraduates can now claim credits and discounts at on-campus and online events, and master's students, PhD candidates, researchers and educators can request credits through a form.",
     "sources": [
      {
       "label": "Cursor help: Student discount",
       "url": "https://cursor.com/help/account-and-billing/student-discount"
      }
     ]
    },
    {
     "question": "When does Cursor usage reset, and does unused usage roll over?",
     "answer": "On current plans the included pool refreshes weekly, and unused included usage does not roll over. Prepaid credit does not reset with the weekly pool; each top-up lasts until used or until it expires (currently 365 days after purchase). Legacy Cursor plans split included usage into monthly pools. When you hit the limit you can keep working from prepaid credit, wait for the weekly reset or upgrade.",
     "sources": [
      {
       "label": "Cursor help: Usage limits",
       "url": "https://cursor.com/help/models-and-usage/usage-limits"
      }
     ]
    },
    {
     "question": "Can I use Claude or other third-party models in Cursor?",
     "answer": "Yes, on Premium and above: third-party models are billed at API list price from prepaid credit. The Plus plan does not include third-party models. On individual plans you can also add your own API key; your provider bills you directly and those requests do not draw from your Cursor usage.",
     "sources": [
      {
       "label": "Cursor help: Pricing and plans",
       "url": "https://cursor.com/help/account-and-billing/pricing"
      },
      {
       "label": "Cursor help: Usage limits",
       "url": "https://cursor.com/help/models-and-usage/usage-limits"
      }
     ]
    },
    {
     "question": "What does Cursor's free plan include?",
     "answer": "Agent, Chat and Tab completions with Cursor models, with limited usage. Paid plans start with Plus at $8/mo ($80/yr).",
     "sources": [
      {
       "label": "Cursor help: Pricing and plans",
       "url": "https://cursor.com/help/account-and-billing/pricing"
      }
     ]
    },
    {
     "question": "What is Cursor used for?",
     "answer": "Listed use cases: write code with an AI agent; refactor a codebase; AI code review; run cloud coding agents.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to Cursor?",
     "answer": "Other AI coding tools in this directory: GitHub Copilot, Claude Code, Devin (incl. Devin Desktop, formerly Windsurf), Cline. We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test Cursor?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "github-copilot",
   "name": "GitHub Copilot",
   "officialUrl": "https://github.com/features/copilot",
   "page": "https://usewhichtool.com/tools/github-copilot",
   "markdown": "https://usewhichtool.com/tools/github-copilot.md",
   "categories": [
    {
     "id": "coding",
     "name": "Coding"
    },
    {
     "id": "agents",
     "name": "Agents"
    },
    {
     "id": "testing",
     "name": "Testing"
    }
   ],
   "verdict": "The low-friction pick if you already use GitHub.",
   "useCases": [
    "autocomplete code",
    "AI pull request review",
    "assign issues to a coding agent",
    "chat about a repo"
   ],
   "strengths": [
    "Deep GitHub integration from issue to PR review",
    "Works in editors, terminal, desktop and on GitHub",
    "Free tier available"
   ],
   "limitations": [
    "Best value if your code already lives on GitHub",
    "Higher usage requires upper tiers"
   ],
   "pricing": {
    "summary": "Free; Pro $10/mo; Pro+ $39/mo; Max $100/mo. Each plan includes monthly GitHub AI Credits for chat and agents (Pro $15, Pro+ $70, Max $200 in credits); code completions stay unlimited on paid plans.",
    "type": "Free tier",
    "sourceUrl": "https://github.com/features/copilot/plans",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "cursor",
    "claude-code",
    "devin",
    "cline",
    "aider",
    "zed",
    "openai-codex",
    "factory",
    "opencode",
    "google-antigravity",
    "kiro",
    "firebase-studio",
    "coderabbit"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is GitHub Copilot free?",
     "answer": "Yes, it lists a free way to start. Free; Pro $10/mo; Pro+ $39/mo; Max $100/mo. Each plan includes monthly GitHub AI Credits for chat and agents (Pro $15, Pro+ $70, Max $200 in credits); code completions stay unlimited on paid plans. (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does GitHub Copilot cost?",
     "answer": "Free; Pro $10/mo; Pro+ $39/mo; Max $100/mo. Each plan includes monthly GitHub AI Credits for chat and agents (Pro $15, Pro+ $70, Max $200 in credits); code completions stay unlimited on paid plans. (from github.com/features/copilot/plans, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "Is GitHub Copilot free for students?",
     "answer": "Yes. Verified students get Copilot Student for free, with unlimited code completions and an allowance of AI credits (models through auto selection only). Verified teachers and maintainers of popular open source projects can get Copilot Pro for free.",
     "sources": [
      {
       "label": "GitHub Docs: Copilot plans",
       "url": "https://docs.github.com/en/copilot/get-started/plans"
      },
      {
       "label": "GitHub Docs: Copilot billing for individuals",
       "url": "https://docs.github.com/en/copilot/concepts/billing-and-usage/individuals/billing"
      },
      {
       "label": "GitHub Docs: Free Copilot Pro for teachers and maintainers",
       "url": "https://docs.github.com/en/copilot/how-tos/manage-your-account/get-free-access-to-copilot-pro"
      }
     ]
    },
    {
     "question": "What are GitHub AI Credits in Copilot?",
     "answer": "They are how Copilot bills features that use AI models, such as Copilot Chat, Copilot CLI and the cloud agent: 1 AI credit is $0.01. Pro ($10/mo) includes 1,500 credits a month, Pro+ ($39/mo) 7,000 and Max ($100/mo) 20,000. Code completions and next edit suggestions do not use credits and stay unlimited on paid plans. The free plan includes 2,000 code completions a month.",
     "sources": [
      {
       "label": "GitHub Docs: Copilot billing for individuals",
       "url": "https://docs.github.com/en/copilot/concepts/billing-and-usage/individuals/billing"
      }
     ]
    },
    {
     "question": "Do unused Copilot AI Credits roll over?",
     "answer": "No. Unused included credits are forfeited, and the allowance resets at 00:00 UTC on the first day of each calendar month, whatever your billing date. If you use up your credits, you can buy more and keep working.",
     "sources": [
      {
       "label": "GitHub Docs: Copilot billing for individuals",
       "url": "https://docs.github.com/en/copilot/concepts/billing-and-usage/individuals/billing"
      }
     ]
    },
    {
     "question": "What is GitHub Copilot used for?",
     "answer": "Listed use cases: autocomplete code; AI pull request review; assign issues to a coding agent; chat about a repo.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to GitHub Copilot?",
     "answer": "Other AI coding tools in this directory: Cursor, Claude Code, Devin (incl. Devin Desktop, formerly Windsurf), Cline. We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test GitHub Copilot?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "claude-code",
   "name": "Claude Code",
   "officialUrl": "https://claude.com/product/claude-code",
   "page": "https://usewhichtool.com/tools/claude-code",
   "markdown": "https://usewhichtool.com/tools/claude-code.md",
   "categories": [
    {
     "id": "coding",
     "name": "Coding"
    },
    {
     "id": "agents",
     "name": "Agents"
    }
   ],
   "verdict": "A top choice for terminal-comfortable builders who want an autonomous coding agent.",
   "useCases": [
    "agentic coding in the terminal",
    "edit files and run commands",
    "understand a large codebase"
   ],
   "strengths": [
    "Terminal-native agent that edits files and runs commands",
    "Also available in IDEs per Anthropic",
    "Included with Claude paid plans"
   ],
   "limitations": [
    "Usage limits depend on plan",
    "Terminal workflow has a learning curve for non-developers"
   ],
   "pricing": {
    "summary": "Included with Claude Pro ($17/mo annual, $20 monthly), Max ($100/mo, 5x Pro usage) and Ultra ($200/mo, 10x Pro weekly usage, no 5-hour limit for verified accounts); API usage billed separately.",
    "type": "Paid",
    "sourceUrl": "https://claude.com/pricing",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "cursor",
    "github-copilot",
    "devin",
    "cline",
    "aider",
    "zed",
    "openai-codex",
    "factory",
    "opencode",
    "google-antigravity",
    "kiro",
    "firebase-studio",
    "coderabbit"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is Claude Code free?",
     "answer": "Not on a general free plan, per its pricing page. Included with Claude Pro ($17/mo annual, $20 monthly), Max ($100/mo, 5x Pro usage) and Ultra ($200/mo, 10x Pro weekly usage, no 5-hour limit for verified accounts); API usage billed separately. (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does Claude Code cost?",
     "answer": "Included with Claude Pro ($17/mo annual, $20 monthly), Max ($100/mo, 5x Pro usage) and Ultra ($200/mo, 10x Pro weekly usage, no 5-hour limit for verified accounts); API usage billed separately. (from claude.com/pricing, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "Is Claude Code included with Claude Pro?",
     "answer": "Yes. Claude Code is included in all paid Claude plans and shares the same usage limits as your chats. You can access it with Pro, Max, Ultra, Team or Enterprise, or with a Claude Console account billed at standard API pricing.",
     "sources": [
      {
       "label": "Anthropic: Claude pricing and FAQ",
       "url": "https://claude.com/pricing"
      }
     ]
    },
    {
     "question": "What are Claude Code's usage limits on Pro, Max and Ultra?",
     "answer": "Pro and Max have a five-hour session limit and a weekly limit; Ultra has a weekly limit and no five-hour limit for verified accounts. Limits are shared across Claude and Claude Code. Max gives 5x Pro usage and Ultra 10x Pro weekly usage. When you hit a limit you can wait for the reset, turn on usage credits, upgrade, or switch to a Console account with API credits. If an ANTHROPIC_API_KEY environment variable is set, Claude Code uses that key and bills API usage instead of your plan.",
     "sources": [
      {
       "label": "Claude help center: Use Claude Code with your Pro, Max, or Ultra plan",
       "url": "https://support.claude.com/en/articles/11145838-use-claude-code-with-your-pro-or-max-plan"
      },
      {
       "label": "Anthropic: Claude pricing and FAQ",
       "url": "https://claude.com/pricing"
      }
     ]
    },
    {
     "question": "Can I use Claude Code in VS Code or Cursor?",
     "answer": "Yes. Pro, Max and Ultra cover Claude Code in VS Code, Cursor and other VS Code forks, and JetBrains IDEs such as IntelliJ and PyCharm, as well as the terminal and Claude Desktop. IDE use counts toward the same limits.",
     "sources": [
      {
       "label": "Claude help center: Use Claude Code with your Pro, Max, or Ultra plan",
       "url": "https://support.claude.com/en/articles/11145838-use-claude-code-with-your-pro-or-max-plan"
      }
     ]
    },
    {
     "question": "What is Claude Code used for?",
     "answer": "Listed use cases: agentic coding in the terminal; edit files and run commands; understand a large codebase.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to Claude Code?",
     "answer": "Other AI coding tools in this directory: Cursor, GitHub Copilot, Devin (incl. Devin Desktop, formerly Windsurf), Cline. We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test Claude Code?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "devin",
   "name": "Devin (incl. Devin Desktop, formerly Windsurf)",
   "officialUrl": "https://devin.ai",
   "page": "https://usewhichtool.com/tools/devin",
   "markdown": "https://usewhichtool.com/tools/devin.md",
   "categories": [
    {
     "id": "coding",
     "name": "Coding"
    },
    {
     "id": "agents",
     "name": "Agents"
    }
   ],
   "verdict": "Worth a look if you want to hand off whole tasks to autonomous agents.",
   "useCases": [
    "delegate engineering tasks to a cloud agent",
    "parallel coding agents",
    "AI code editor with tab completions"
   ],
   "strengths": [
    "Parallel cloud agents",
    "Desktop editor (windsurf.com now redirects to Devin Desktop)",
    "Free tier with unlimited Tab completions per pricing page"
   ],
   "limitations": [
    "Free quota is light",
    "Team plan adds per-member cost"
   ],
   "pricing": {
    "summary": "Free; Pro $20/mo; Max $200/mo; Teams $80/mo + $40/mo per full member; Enterprise custom.",
    "type": "Free tier",
    "sourceUrl": "https://devin.ai/pricing",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "cursor",
    "github-copilot",
    "claude-code",
    "cline",
    "aider",
    "zed",
    "openai-codex",
    "factory",
    "opencode",
    "google-antigravity",
    "kiro",
    "firebase-studio",
    "coderabbit"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is Devin free?",
     "answer": "Yes, it lists a free way to start. Free; Pro $20/mo; Max $200/mo; Teams $80/mo + $40/mo per full member; Enterprise custom. (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does Devin cost?",
     "answer": "Free; Pro $20/mo; Max $200/mo; Teams $80/mo + $40/mo per full member; Enterprise custom. (from devin.ai/pricing, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "Is Windsurf now Devin?",
     "answer": "Yes. Cognition renamed Windsurf to Devin Desktop on June 2, 2026, built on the same IDE. Cognition says your plan, pricing, extensions and other features remain the same.",
     "sources": [
      {
       "label": "Cognition: Windsurf is now Devin Desktop (June 2, 2026)",
       "url": "https://devin.ai/blog/windsurf-is-now-devin-desktop"
      }
     ]
    },
    {
     "question": "How do Devin usage limits work?",
     "answer": "Each paid plan has a usage allowance that refreshes automatically daily and weekly. Cost per message depends on the model, the task and the reasoning needed. Pro and above can buy extra usage at API pricing. The Free plan has a light agent quota with unlimited Tab completions and inline edits.",
     "sources": [
      {
       "label": "Devin: plans and pricing FAQ",
       "url": "https://devin.ai/pricing"
      }
     ]
    },
    {
     "question": "What is Devin used for?",
     "answer": "Listed use cases: delegate engineering tasks to a cloud agent; parallel coding agents; AI code editor with tab completions.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to Devin?",
     "answer": "Other AI coding tools in this directory: Cursor, GitHub Copilot, Claude Code, Cline. We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test Devin?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "cline",
   "name": "Cline",
   "officialUrl": "https://cline.bot",
   "page": "https://usewhichtool.com/tools/cline",
   "markdown": "https://usewhichtool.com/tools/cline.md",
   "categories": [
    {
     "id": "coding",
     "name": "Coding"
    },
    {
     "id": "agents",
     "name": "Agents"
    }
   ],
   "verdict": "Best for builders who want an open, model-agnostic agent and control over costs.",
   "useCases": [
    "open-source coding agent in VS Code",
    "bring your own API key",
    "coding agent CLI"
   ],
   "strengths": [
    "Open source, free for individuals",
    "BYOK across many model providers",
    "VS Code extension and CLI"
   ],
   "limitations": [
    "You pay model inference costs directly",
    "Enterprise features (SSO, JetBrains) require Enterprise"
   ],
   "pricing": {
    "summary": "Free open-source extension; pay only for AI inference (BYOK or Cline provider); optional ClinePass subscription for open-weight models listed at $9.99/mo; Enterprise custom.",
    "type": "Open source",
    "sourceUrl": "https://cline.bot/pricing",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "cursor",
    "github-copilot",
    "claude-code",
    "devin",
    "aider",
    "zed",
    "openai-codex",
    "factory",
    "opencode",
    "google-antigravity",
    "kiro",
    "firebase-studio",
    "coderabbit"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is Cline free?",
     "answer": "Yes. The open source Cline extension is free for individual developers; you pay only for AI inference, with your own API keys or through the Cline provider. Pricing page: Free open-source extension; pay only for AI inference (BYOK or Cline provider); optional ClinePass subscription for open-weight models listed at $9.99/mo; Enterprise custom. (checked 2026-11-03).",
     "sources": [
      {
       "label": "Cline: pricing and FAQ",
       "url": "https://cline.bot/pricing"
      }
     ]
    },
    {
     "question": "How much does Cline cost?",
     "answer": "Free open-source extension; pay only for AI inference (BYOK or Cline provider); optional ClinePass subscription for open-weight models listed at $9.99/mo; Enterprise custom. (from cline.bot/pricing, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "What is Cline used for?",
     "answer": "Listed use cases: open-source coding agent in VS Code; bring your own API key; coding agent CLI.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to Cline?",
     "answer": "Other AI coding tools in this directory: Cursor, GitHub Copilot, Claude Code, Devin (incl. Devin Desktop, formerly Windsurf). We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test Cline?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "aider",
   "name": "Aider",
   "officialUrl": "https://aider.chat",
   "page": "https://usewhichtool.com/tools/aider",
   "markdown": "https://usewhichtool.com/tools/aider.md",
   "categories": [
    {
     "id": "coding",
     "name": "Coding"
    }
   ],
   "verdict": "A lightweight, free terminal option for developers.",
   "useCases": [
    "AI pair programming in the terminal",
    "git-aware code edits",
    "use local or any LLM"
   ],
   "strengths": [
    "Open source, terminal-based",
    "Git-aware edits",
    "Works with many LLM providers"
   ],
   "limitations": [
    "Latest GitHub release found was v0.86.0 (Aug 2025), so check activity",
    "Terminal only"
   ],
   "pricing": {
    "summary": "Free and open source; you pay your LLM provider.",
    "type": "Open source",
    "sourceUrl": "https://aider.chat/docs/faq.html",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "cursor",
    "github-copilot",
    "claude-code",
    "devin",
    "cline",
    "zed",
    "openai-codex",
    "factory",
    "opencode",
    "google-antigravity",
    "kiro",
    "firebase-studio",
    "coderabbit"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is Aider free?",
     "answer": "It has an open-source option. Free and open source; you pay your LLM provider. (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does Aider cost?",
     "answer": "Free and open source; you pay your LLM provider. (from aider.chat/docs/faq.html, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "What is Aider used for?",
     "answer": "Listed use cases: AI pair programming in the terminal; git-aware code edits; use local or any LLM.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to Aider?",
     "answer": "Other AI coding tools in this directory: Cursor, GitHub Copilot, Claude Code, Devin (incl. Devin Desktop, formerly Windsurf). We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test Aider?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "zed",
   "name": "Zed",
   "officialUrl": "https://zed.dev",
   "page": "https://usewhichtool.com/tools/zed",
   "markdown": "https://usewhichtool.com/tools/zed.md",
   "categories": [
    {
     "id": "coding",
     "name": "Coding"
    }
   ],
   "verdict": "Great if editor speed matters and you want AI built in.",
   "useCases": [
    "fast code editor with AI",
    "edit predictions",
    "collaborative coding"
   ],
   "strengths": [
    "High-performance native editor",
    "Multiplayer collaboration",
    "Free personal tier"
   ],
   "limitations": [
    "Smaller extension ecosystem than VS Code",
    "AI usage beyond included credits is usage-billed"
   ],
   "pricing": {
    "summary": "Personal $0; Pro $10/mo (incl. $5 tokens, then usage billed at API list price plus 10%; 14-day Pro trial); Business $30/seat/mo.",
    "type": "Free tier",
    "sourceUrl": "https://zed.dev/pricing",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "cursor",
    "github-copilot",
    "claude-code",
    "devin",
    "cline",
    "aider",
    "openai-codex",
    "factory",
    "opencode",
    "google-antigravity",
    "kiro",
    "firebase-studio",
    "coderabbit"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is Zed free?",
     "answer": "Yes, it lists a free way to start. Personal $0; Pro $10/mo (incl. $5 tokens, then usage billed at API list price plus 10%; 14-day Pro trial); Business $30/seat/mo. (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does Zed cost?",
     "answer": "Personal $0; Pro $10/mo (incl. $5 tokens, then usage billed at API list price plus 10%; 14-day Pro trial); Business $30/seat/mo. (from zed.dev/pricing, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "What happens when I use up Zed Pro's $5 of tokens?",
     "answer": "Extra token usage is billed at API list price plus 10%. Zed Personal is free forever with your own API keys or external agents.",
     "sources": [
      {
       "label": "Zed: pricing and FAQ",
       "url": "https://zed.dev/pricing"
      }
     ]
    },
    {
     "question": "What is Zed used for?",
     "answer": "Listed use cases: fast code editor with AI; edit predictions; collaborative coding.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to Zed?",
     "answer": "Other AI coding tools in this directory: Cursor, GitHub Copilot, Claude Code, Devin (incl. Devin Desktop, formerly Windsurf). We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test Zed?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "openai-codex",
   "name": "OpenAI Codex",
   "officialUrl": "https://openai.com/codex",
   "page": "https://usewhichtool.com/tools/openai-codex",
   "markdown": "https://usewhichtool.com/tools/openai-codex.md",
   "categories": [
    {
     "id": "coding",
     "name": "Coding"
    },
    {
     "id": "agents",
     "name": "Agents"
    },
    {
     "id": "testing",
     "name": "Testing"
    }
   ],
   "verdict": "A strong pick if you already pay for ChatGPT.",
   "useCases": [
    "cloud coding agents",
    "automated PR review",
    "coding in terminal or IDE"
   ],
   "strengths": [
    "Included in ChatGPT plans",
    "Runs parallel agents in the cloud",
    "CLI, IDE extension and ChatGPT app"
   ],
   "limitations": [
    "Usage tied to ChatGPT plan limits, shared with ChatGPT Work",
    "Best experience requires ChatGPT account"
   ],
   "pricing": {
    "summary": "Free plan includes Codex with lower limits; Go $8/mo; Plus $20/mo; Pro $100, $200 or $500/mo; Business $20/user/mo (2+ users, annual; $25 monthly); Enterprise and Edu via sales. Codex shares one usage allowance with ChatGPT Work.",
    "type": "Free tier",
    "sourceUrl": "https://learn.chatgpt.com/docs/pricing",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "cursor",
    "github-copilot",
    "claude-code",
    "devin",
    "cline",
    "aider",
    "zed",
    "factory",
    "opencode",
    "google-antigravity",
    "kiro",
    "firebase-studio",
    "coderabbit"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is OpenAI Codex free?",
     "answer": "Yes, it lists a free way to start. Free plan includes Codex with lower limits; Go $8/mo; Plus $20/mo; Pro $100, $200 or $500/mo; Business $20/user/mo (2+ users, annual; $25 monthly); Enterprise and Edu via sales. Codex shares one usage allowance with ChatGPT Work. (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does OpenAI Codex cost?",
     "answer": "Free plan includes Codex with lower limits; Go $8/mo; Plus $20/mo; Pro $100, $200 or $500/mo; Business $20/user/mo (2+ users, annual; $25 monthly); Enterprise and Edu via sales. Codex shares one usage allowance with ChatGPT Work. (from learn.chatgpt.com/docs/pricing, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "Is Codex included with ChatGPT Plus?",
     "answer": "Yes. Codex is included in ChatGPT Free, Go, Plus, Pro, Business, Edu and Enterprise, and it shares usage with ChatGPT Work. Plus usage is measured per five-hour period and weekly limits may also apply; Pro plans currently have no five-hour limit. Plus and Pro users who reach their limit can buy more credits, and anyone can run extra local chats with an API key at API rates.",
     "sources": [
      {
       "label": "OpenAI docs: ChatGPT Work and Codex pricing",
       "url": "https://learn.chatgpt.com/docs/pricing"
      }
     ]
    },
    {
     "question": "What is OpenAI Codex used for?",
     "answer": "Listed use cases: cloud coding agents; automated PR review; coding in terminal or IDE.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to OpenAI Codex?",
     "answer": "Other AI coding tools in this directory: Cursor, GitHub Copilot, Claude Code, Devin (incl. Devin Desktop, formerly Windsurf). We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test OpenAI Codex?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "factory",
   "name": "Factory (Droid)",
   "officialUrl": "https://factory.com",
   "page": "https://usewhichtool.com/tools/factory",
   "markdown": "https://usewhichtool.com/tools/factory.md",
   "categories": [
    {
     "id": "coding",
     "name": "Coding"
    },
    {
     "id": "agents",
     "name": "Agents"
    }
   ],
   "verdict": "Worth a look if you want a terminal or desktop coding agent that is not tied to one model vendor.",
   "useCases": [
    "hand off coding tasks to an agent in the terminal or a desktop app",
    "run background agents in the cloud or on your machine",
    "pick a model per task or let Factory Router choose"
   ],
   "strengths": [
    "Model-independent: Factory says it supports leading frontier and open-weight models, or Factory Router can pick the mix",
    "Desktop app (macOS and Windows), Droid CLI and Droid SDK on every individual plan",
    "Droid Core, a pool of open-weight models, lets you keep working after your standard usage runs out, per Factory's docs"
   ],
   "limitations": [
    "No free plan is listed; individual plans start at $20/mo",
    "Usage is capped by rolling 5-hour, 7-day and 30-day rate limits, and unused standard usage does not roll over",
    "Missions (longer runs) need prepaid Extra Usage turned on",
    "SSO, audit logs and zero data retention are in the custom-priced Business and Enterprise plans"
   ],
   "pricing": {
    "summary": "Pro $20/mo; Plus $100/mo (~5x Pro usage); Max $200/mo (~10x Pro usage); Teams $60/mo per team plus $40/mo per seat, up to 10 seats; Business and Enterprise custom. Extra Usage is prepaid credit with a $10 minimum.",
    "type": "Paid",
    "sourceUrl": "https://factory.com/pricing",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "cursor",
    "github-copilot",
    "claude-code",
    "devin",
    "cline",
    "aider",
    "zed",
    "openai-codex",
    "opencode",
    "google-antigravity",
    "kiro",
    "firebase-studio",
    "coderabbit"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is Factory free?",
     "answer": "Not on a general free plan, per its pricing page. Pro $20/mo; Plus $100/mo (~5x Pro usage); Max $200/mo (~10x Pro usage); Teams $60/mo per team plus $40/mo per seat, up to 10 seats; Business and Enterprise custom. Extra Usage is prepaid credit with a $10 minimum. (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does Factory cost?",
     "answer": "Pro $20/mo; Plus $100/mo (~5x Pro usage); Max $200/mo (~10x Pro usage); Teams $60/mo per team plus $40/mo per seat, up to 10 seats; Business and Enterprise custom. Extra Usage is prepaid credit with a $10 minimum. (from factory.com/pricing, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "What is Factory used for?",
     "answer": "Listed use cases: hand off coding tasks to an agent in the terminal or a desktop app; run background agents in the cloud or on your machine; pick a model per task or let Factory Router choose.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to Factory?",
     "answer": "Other AI coding tools in this directory: Cursor, GitHub Copilot, Claude Code, Devin (incl. Devin Desktop, formerly Windsurf). We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test Factory?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "opencode",
   "name": "OpenCode",
   "officialUrl": "https://opencode.ai",
   "page": "https://usewhichtool.com/tools/opencode",
   "markdown": "https://usewhichtool.com/tools/opencode.md",
   "categories": [
    {
     "id": "coding",
     "name": "Coding"
    },
    {
     "id": "agents",
     "name": "Agents"
    }
   ],
   "verdict": "Best for builders who want a free, open-source coding agent that works with whatever model or subscription they already have.",
   "useCases": [
    "open-source coding agent in the terminal, desktop or IDE",
    "use any model provider, including local models",
    "run several agent sessions in parallel on one project"
   ],
   "strengths": [
    "Open source under the MIT License and free to use",
    "Works with 75+ model providers through Models.dev, including local models, and can sign in with a ChatGPT Plus/Pro or GitHub Copilot account",
    "Comes with a set of free models",
    "Terminal interface, desktop app and IDE extension"
   ],
   "limitations": [
    "Paid model providers you connect bill separately",
    "On Windows, OpenCode recommends running it under WSL",
    "OpenCode 1 and OpenCode 2 share the opencode command and can't be installed side by side by default",
    "OpenCode says your data is stored when you use its free models"
   ],
   "pricing": {
    "summary": "Free and open source, with free models included; you pay any model provider you connect. Optional OpenCode Go model subscription: Go $10/mo, Go Plus $40/mo, Go Teams $20/member/mo. OpenCode Models are pay-as-you-go from a $20 balance.",
    "type": "Open source",
    "sourceUrl": "https://opencode.ai",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "cursor",
    "github-copilot",
    "claude-code",
    "devin",
    "cline",
    "aider",
    "zed",
    "openai-codex",
    "factory",
    "google-antigravity",
    "kiro",
    "firebase-studio",
    "coderabbit"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is OpenCode free?",
     "answer": "It has an open-source option. Free and open source, with free models included; you pay any model provider you connect. Optional OpenCode Go model subscription: Go $10/mo, Go Plus $40/mo, Go Teams $20/member/mo. OpenCode Models are pay-as-you-go from a $20 balance. (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does OpenCode cost?",
     "answer": "Free and open source, with free models included; you pay any model provider you connect. Optional OpenCode Go model subscription: Go $10/mo, Go Plus $40/mo, Go Teams $20/member/mo. OpenCode Models are pay-as-you-go from a $20 balance. (from opencode.ai, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "What is OpenCode used for?",
     "answer": "Listed use cases: open-source coding agent in the terminal, desktop or IDE; use any model provider, including local models; run several agent sessions in parallel on one project.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to OpenCode?",
     "answer": "Other AI coding tools in this directory: Cursor, GitHub Copilot, Claude Code, Devin (incl. Devin Desktop, formerly Windsurf). We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test OpenCode?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "google-antigravity",
   "name": "Google Antigravity",
   "officialUrl": "https://antigravity.google",
   "page": "https://usewhichtool.com/tools/google-antigravity",
   "markdown": "https://usewhichtool.com/tools/google-antigravity.md",
   "categories": [
    {
     "id": "coding",
     "name": "Coding"
    },
    {
     "id": "agents",
     "name": "Agents"
    }
   ],
   "verdict": "Best for developers who want Google's free, agent-first coding app, with Google AI plans when they need more usage.",
   "useCases": [
    "manage several coding agents in parallel from one app",
    "agentic coding in an app, terminal (CLI) or editor extension",
    "let agents plan, write and check code across the editor, terminal and browser"
   ],
   "strengths": [
    "Free Individual plan with unlimited Tab completions and Command requests",
    "Desktop app, CLI, SDK, Antigravity IDE and extensions for VS Code, JetBrains, Visual Studio, Zed, Xcode and Eclipse",
    "Runs on macOS, Windows, Linux and Googlebook",
    "Access to a variety of agent models"
   ],
   "limitations": [
    "Free plan has basic weekly rate limits; more usage needs Google AI Pro or Ultra",
    "Paid usage is sold through Google AI plans, not a standalone Antigravity plan",
    "Business access goes through Google Cloud sales, or the API with consumption-based pricing"
   ],
   "pricing": {
    "summary": "Individual $0 (basic weekly rate limits); more rate limits and a flexible AI credit pool with Google AI Pro ($19.99/mo) or Google AI Ultra (from $99.99/mo); Business via Google Cloud, or API access with consumption-based pricing.",
    "type": "Freemium",
    "sourceUrl": "https://antigravity.google/pricing",
    "typeSourceUrl": "https://antigravity.google/pricing",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "cursor",
    "github-copilot",
    "claude-code",
    "devin",
    "cline",
    "aider",
    "zed",
    "openai-codex",
    "factory",
    "opencode",
    "kiro",
    "firebase-studio",
    "coderabbit"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is Google Antigravity free?",
     "answer": "Yes, it lists a free way to start. Individual $0 (basic weekly rate limits); more rate limits and a flexible AI credit pool with Google AI Pro ($19.99/mo) or Google AI Ultra (from $99.99/mo); Business via Google Cloud, or API access with consumption-based pricing. (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does Google Antigravity cost?",
     "answer": "Individual $0 (basic weekly rate limits); more rate limits and a flexible AI credit pool with Google AI Pro ($19.99/mo) or Google AI Ultra (from $99.99/mo); Business via Google Cloud, or API access with consumption-based pricing. (from antigravity.google/pricing, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "Do I need Google AI Pro to use Google Antigravity?",
     "answer": "No. The Individual plan is $0 with unlimited Tab completions, unlimited Command requests and basic weekly rate limits. Google AI Pro ($19.99/mo) and Google AI Ultra (from $99.99/mo) add more rate limits and a flexible AI credit pool.",
     "sources": [
      {
       "label": "Google Antigravity: pricing",
       "url": "https://antigravity.google/pricing"
      },
      {
       "label": "Google: Google AI subscriptions",
       "url": "https://gemini.google/subscriptions/"
      }
     ]
    },
    {
     "question": "When did Google launch Antigravity?",
     "answer": "Google introduced Antigravity on November 18, 2025, as a public preview at no charge for individuals.",
     "sources": [
      {
       "label": "Google Antigravity blog: Introducing Google Antigravity",
       "url": "https://antigravity.google/blog/introducing-google-antigravity"
      }
     ]
    },
    {
     "question": "Which editors and systems does Google Antigravity support?",
     "answer": "Antigravity comes as a desktop app, a CLI (agy), a Python SDK and a standalone Antigravity IDE, with extensions for VS Code, JetBrains IDEs, Visual Studio, Zed, Xcode and Eclipse. It runs on macOS 12 or later, Windows 10 and 11, Linux (glibc 2.28 or later) and Googlebook.",
     "sources": [
      {
       "label": "Google Antigravity docs: Getting started",
       "url": "https://antigravity.google/docs/getting-started"
      }
     ]
    },
    {
     "question": "What is Google Antigravity used for?",
     "answer": "Listed use cases: manage several coding agents in parallel from one app; agentic coding in an app, terminal (CLI) or editor extension; let agents plan, write and check code across the editor, terminal and browser.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to Google Antigravity?",
     "answer": "Other AI coding tools in this directory: Cursor, GitHub Copilot, Claude Code, Devin (incl. Devin Desktop, formerly Windsurf). We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test Google Antigravity?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "kiro",
   "name": "Kiro",
   "officialUrl": "https://kiro.dev",
   "page": "https://usewhichtool.com/tools/kiro",
   "markdown": "https://usewhichtool.com/tools/kiro.md",
   "categories": [
    {
     "id": "coding",
     "name": "Coding"
    },
    {
     "id": "agents",
     "name": "Agents"
    }
   ],
   "verdict": "Best for developers who want an AI coding agent that plans the work as a spec before it writes code.",
   "useCases": [
    "turn a prompt into a spec (requirements, design and tasks) before writing code",
    "agentic coding in an IDE, terminal (CLI) or browser",
    "let agents keep working in the cloud when you step away"
   ],
   "strengths": [
    "Spec-driven development: Kiro writes requirements, a design and sequenced tasks, then implements them with parallel agents",
    "IDE, CLI, web app, mobile app and Kiro Crew (open source, free)",
    "IDE is based on Code OSS and imports VS Code settings, themes and Open VSX extensions",
    "Supports MCP, AGENTS.md and the Agent Client Protocol (ACP)",
    "Sign in with GitHub, Google, AWS Builder ID or IAM Identity Center; no AWS account needed"
   ],
   "limitations": [
    "Free tier has 50 credits; more usage needs a paid plan",
    "Unused monthly credits don't roll over",
    "Kiro Web needs a paid plan (Pro or higher)",
    "Each developer on a team needs their own subscription",
    "Use through third-party automation harnesses (such as OpenClaw) is not permitted"
   ],
   "pricing": {
    "summary": "Free $0 (50 credits; open-weight models and Claude Sonnet 4.5, with limits); Pro $20, Pro+ $40, Pro Max $100, Power $200 per user/mo (1,000 / 2,000 / 5,000 / 10,000 credits); add-on credits $0.04 each. First upgrade from Free: rest of that month free plus 500 trial credits.",
    "type": "Free tier",
    "sourceUrl": "https://kiro.dev/pricing/",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "cursor",
    "github-copilot",
    "claude-code",
    "devin",
    "cline",
    "aider",
    "zed",
    "openai-codex",
    "factory",
    "opencode",
    "google-antigravity",
    "firebase-studio",
    "coderabbit"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is Kiro free?",
     "answer": "Yes, it lists a free way to start. Free $0 (50 credits; open-weight models and Claude Sonnet 4.5, with limits); Pro $20, Pro+ $40, Pro Max $100, Power $200 per user/mo (1,000 / 2,000 / 5,000 / 10,000 credits); add-on credits $0.04 each. First upgrade from Free: rest of that month free plus 500 trial credits. (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does Kiro cost?",
     "answer": "Free $0 (50 credits; open-weight models and Claude Sonnet 4.5, with limits); Pro $20, Pro+ $40, Pro Max $100, Power $200 per user/mo (1,000 / 2,000 / 5,000 / 10,000 credits); add-on credits $0.04 each. First upgrade from Free: rest of that month free plus 500 trial credits. (from kiro.dev/pricing/, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "What is Kiro used for?",
     "answer": "Listed use cases: turn a prompt into a spec (requirements, design and tasks) before writing code; agentic coding in an IDE, terminal (CLI) or browser; let agents keep working in the cloud when you step away.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to Kiro?",
     "answer": "Other AI coding tools in this directory: Cursor, GitHub Copilot, Claude Code, Devin (incl. Devin Desktop, formerly Windsurf). We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test Kiro?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "lovable",
   "name": "Lovable",
   "officialUrl": "https://lovable.dev",
   "page": "https://usewhichtool.com/tools/lovable",
   "markdown": "https://usewhichtool.com/tools/lovable.md",
   "categories": [
    {
     "id": "app-building",
     "name": "App building"
    }
   ],
   "verdict": "One of the easiest ways for non-coders to ship a web app.",
   "useCases": [
    "build a web app by chatting",
    "make a landing page",
    "add auth to an app without code"
   ],
   "strengths": [
    "Chat-to-app for non-developers",
    "Hosting (Cloud) included via credits",
    "Unlimited workspace members on all plans"
   ],
   "limitations": [
    "Credit-based pricing can be hard to predict",
    "Monthly plan credits expire 2 months after issue; daily build credits expire each day"
   ],
   "pricing": {
    "summary": "Free: 5 daily build credits (up to 30/mo) + 20 Cloud credits; Pro $25/mo and Business $50/mo (each from 100 monthly credits; yearly billing gives 2 months free); Enterprise custom.",
    "type": "Free tier",
    "sourceUrl": "https://lovable.dev/pricing",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "bolt",
    "v0",
    "replit",
    "base44",
    "firebase-studio",
    "relume",
    "supabase",
    "adalo"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is Lovable free?",
     "answer": "Yes, it lists a free way to start. Free: 5 daily build credits (up to 30/mo) + 20 Cloud credits; Pro $25/mo and Business $50/mo (each from 100 monthly credits; yearly billing gives 2 months free); Enterprise custom. (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does Lovable cost?",
     "answer": "Free: 5 daily build credits (up to 30/mo) + 20 Cloud credits; Pro $25/mo and Business $50/mo (each from 100 monthly credits; yearly billing gives 2 months free); Enterprise custom. (from lovable.dev/pricing, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "Do Lovable credits roll over or expire?",
     "answer": "Daily credits do not roll over; they expire at the end of each day. Unused monthly plan credits carry forward but expire 2 months after they are issued on monthly plans, or 1 month after the annual period ends on annual plans. Top-up credits on Pro and Business last 12 months from purchase.",
     "sources": [
      {
       "label": "Lovable docs: Credits and usage",
       "url": "https://docs.lovable.dev/introduction/credits-and-usage"
      },
      {
       "label": "Lovable docs: FAQ",
       "url": "https://docs.lovable.dev/introduction/faq"
      }
     ]
    },
    {
     "question": "When do Lovable daily credits reset?",
     "answer": "Every day at 00:00 UTC. The Free plan includes 5 daily build credits, up to 30 a month, plus a daily chat allowance.",
     "sources": [
      {
       "label": "Lovable docs: Credits and usage",
       "url": "https://docs.lovable.dev/introduction/credits-and-usage"
      },
      {
       "label": "Lovable docs: FAQ",
       "url": "https://docs.lovable.dev/introduction/faq"
      }
     ]
    },
    {
     "question": "What happens when I run out of Lovable credits?",
     "answer": "Building stops, AI features in your deployed apps stop working, and apps that use the built-in backend (Cloud) pause. On Pro and Business, admins can add credits with a one-time or automatic top-up, or you can upgrade.",
     "sources": [
      {
       "label": "Lovable docs: Credits and usage",
       "url": "https://docs.lovable.dev/introduction/credits-and-usage"
      }
     ]
    },
    {
     "question": "Can Lovable build mobile apps?",
     "answer": "Not native apps. Lovable builds web apps that can be fully mobile friendly. To get an app onto phones, make the published app a Progressive Web App (PWA), or wrap its URL with a tool such as Capacitor outside Lovable and submit that to the App Store or Play Store.",
     "sources": [
      {
       "label": "Lovable docs: FAQ",
       "url": "https://docs.lovable.dev/introduction/faq"
      }
     ]
    },
    {
     "question": "Can I export my Lovable code, and who owns it?",
     "answer": "Yes, and you own it. Your apps and code are yours to modify, use commercially and host anywhere. Paid plans can download the whole project; on any plan you can keep a repository in sync with GitHub, GitLab or Bitbucket through Git sync.",
     "sources": [
      {
       "label": "Lovable docs: FAQ",
       "url": "https://docs.lovable.dev/introduction/faq"
      }
     ]
    },
    {
     "question": "Do I need to know how to code to use Lovable?",
     "answer": "No. Lovable says it is designed for every level of experience: you build by describing what you want in the project chat, and anyone with edit access can still read every line of the generated code.",
     "sources": [
      {
       "label": "Lovable docs: FAQ",
       "url": "https://docs.lovable.dev/introduction/faq"
      }
     ]
    },
    {
     "question": "Does Lovable have a student discount?",
     "answer": "Yes. Students and teachers get 50% off the Pro plan with 100 credits a month for up to 12 months, billed monthly. Lovable checks your academic email domain at lovable.dev/students, and you must verify while on the Free plan.",
     "sources": [
      {
       "label": "Lovable docs: FAQ",
       "url": "https://docs.lovable.dev/introduction/faq"
      }
     ]
    },
    {
     "question": "Is publishing a Lovable app free?",
     "answer": "Yes. Publishing to a lovable.app URL is free on all plans, with HTTPS included. Connecting your own domain needs a paid plan.",
     "sources": [
      {
       "label": "Lovable docs: FAQ",
       "url": "https://docs.lovable.dev/introduction/faq"
      }
     ]
    },
    {
     "question": "What is Lovable used for?",
     "answer": "Listed use cases: build a web app by chatting; make a landing page; add auth to an app without code.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to Lovable?",
     "answer": "Other AI app building tools in this directory: Bolt, v0 by Vercel, Replit, Base44. We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test Lovable?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "bolt",
   "name": "Bolt",
   "officialUrl": "https://bolt.new",
   "page": "https://usewhichtool.com/tools/bolt",
   "markdown": "https://usewhichtool.com/tools/bolt.md",
   "categories": [
    {
     "id": "app-building",
     "name": "App building"
    }
   ],
   "verdict": "Good for quick prototypes and MVPs straight from a prompt.",
   "useCases": [
    "prototype an app in the browser",
    "build a website from a prompt",
    "full-stack app with database"
   ],
   "strengths": [
    "Browser-based, no setup",
    "Includes hosting and databases",
    "Free tier"
   ],
   "limitations": [
    "Usage limits on free tier",
    "Team plan per member"
   ],
   "pricing": {
    "summary": "Free (1M tokens/mo); Pro $25/mo monthly or $18/mo billed annually; Teams $30/member/mo monthly or $27/member/mo billed annually, with shared capacity; Enterprise custom.",
    "type": "Free tier",
    "sourceUrl": "https://bolt.new/pricing",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "lovable",
    "v0",
    "replit",
    "base44",
    "firebase-studio",
    "relume",
    "supabase",
    "adalo"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is Bolt free?",
     "answer": "Yes, it lists a free way to start. Free (1M tokens/mo); Pro $25/mo monthly or $18/mo billed annually; Teams $30/member/mo monthly or $27/member/mo billed annually, with shared capacity; Enterprise custom. (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does Bolt cost?",
     "answer": "Free (1M tokens/mo); Pro $25/mo monthly or $18/mo billed annually; Teams $30/member/mo monthly or $27/member/mo billed annually, with shared capacity; Enterprise custom. (from bolt.new/pricing, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "How many tokens does Bolt's free plan include per day?",
     "answer": "300,000 tokens a day, inside a 1 million token monthly cap. The daily allowance resets every day and does not carry over, and monthly free tokens reset on the 1st. If you hit the daily cap, you can still edit code yourself in Code view, which does not use tokens.",
     "sources": [
      {
       "label": "Bolt help center: Tokens",
       "url": "https://support.bolt.new/account/tokens"
      },
      {
       "label": "Bolt: pricing",
       "url": "https://bolt.new/pricing"
      }
     ]
    },
    {
     "question": "Do Bolt tokens roll over?",
     "answer": "Only on paid plans. While you keep a paid subscription, unused monthly tokens roll over and stay valid for two months from the start of the billing cycle you got them in. Free plan tokens do not roll over. Reload tokens you buy do not expire. Paid tokens reset on your renewal date.",
     "sources": [
      {
       "label": "Bolt help center: Tokens",
       "url": "https://support.bolt.new/account/tokens"
      },
      {
       "label": "Bolt: pricing",
       "url": "https://bolt.new/pricing"
      }
     ]
    },
    {
     "question": "What is Bolt used for?",
     "answer": "Listed use cases: prototype an app in the browser; build a website from a prompt; full-stack app with database.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to Bolt?",
     "answer": "Other AI app building tools in this directory: Lovable, v0 by Vercel, Replit, Base44. We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test Bolt?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "v0",
   "name": "v0 by Vercel",
   "officialUrl": "https://v0.app",
   "page": "https://usewhichtool.com/tools/v0",
   "markdown": "https://usewhichtool.com/tools/v0.md",
   "categories": [
    {
     "id": "app-building",
     "name": "App building"
    },
    {
     "id": "design",
     "name": "Design"
    }
   ],
   "verdict": "Best for builders who want polished React UI and deploy on Vercel.",
   "useCases": [
    "generate React/Next.js UI",
    "build full-stack web app",
    "deploy to Vercel"
   ],
   "strengths": [
    "Strong Next.js/React output",
    "One-click deploy to Vercel",
    "Free tier"
   ],
   "limitations": [
    "Tied to the Vercel ecosystem",
    "Credits-based usage"
   ],
   "pricing": {
    "summary": "Free: $5 one-time credits for new users and a 7 message/day limit; Plus $30/user/mo; Business $100/user/mo; paid plans include $30 monthly credits per user plus $2 daily login credits.",
    "type": "Free tier",
    "sourceUrl": "https://v0.app/pricing",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "lovable",
    "bolt",
    "replit",
    "base44",
    "firebase-studio",
    "relume",
    "supabase",
    "adalo"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is v0 by Vercel free?",
     "answer": "Yes, it lists a free way to start. Free: $5 one-time credits for new users and a 7 message/day limit; Plus $30/user/mo; Business $100/user/mo; paid plans include $30 monthly credits per user plus $2 daily login credits. (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does v0 by Vercel cost?",
     "answer": "Free: $5 one-time credits for new users and a 7 message/day limit; Plus $30/user/mo; Business $100/user/mo; paid plans include $30 monthly credits per user plus $2 daily login credits. (from v0.app/pricing, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "Do v0 credits roll over?",
     "answer": "Yes, for one month on paid plans. Plus includes $30 of monthly credits per user plus $2 of free daily credits on login. The Free plan gives new users $5 in one-time credits with a 7 message a day limit.",
     "sources": [
      {
       "label": "v0: pricing and FAQ",
       "url": "https://v0.app/pricing"
      }
     ]
    },
    {
     "question": "What is v0 by Vercel used for?",
     "answer": "Listed use cases: generate React/Next.js UI; build full-stack web app; deploy to Vercel.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to v0 by Vercel?",
     "answer": "Other AI app building tools in this directory: Lovable, Bolt, Replit, Base44. We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test v0 by Vercel?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "replit",
   "name": "Replit",
   "officialUrl": "https://replit.com",
   "page": "https://usewhichtool.com/tools/replit",
   "markdown": "https://usewhichtool.com/tools/replit.md",
   "categories": [
    {
     "id": "app-building",
     "name": "App building"
    },
    {
     "id": "agents",
     "name": "Agents"
    },
    {
     "id": "deployment",
     "name": "Deployment"
    }
   ],
   "verdict": "A solid all-in-one for building and hosting apps with an agent.",
   "useCases": [
    "build an app with an AI agent",
    "host and deploy from the browser",
    "collaborate on code"
   ],
   "strengths": [
    "All-in-one: editor, agent, hosting",
    "Database rollback on higher tiers",
    "Collaboration"
   ],
   "limitations": [
    "Agent output is probabilistic (stated on page)",
    "Usage credits tied to tier"
   ],
   "pricing": {
    "summary": "Core $20/mo ($18 annual) incl. $20 model credit; Pro $100/mo ($90 annual) incl. $100 credit, with larger options up to $2,000/mo; Enterprise custom.",
    "type": "Freemium",
    "sourceUrl": "https://replit.com/pricing",
    "typeSourceUrl": "https://docs.replit.com/billing/plans/starter-plan",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "lovable",
    "bolt",
    "v0",
    "base44",
    "firebase-studio",
    "relume",
    "supabase",
    "adalo"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is Replit free?",
     "answer": "Yes, on the free Starter plan described in Replit's docs, although the pricing page lists only Core, Pro and Enterprise. Starter includes daily Agent credits up to a monthly cap, monthly credits for databases, storage and publishing, Lite build, and 1 free published app that goes down after 30 days and carries a Made with Replit badge. Full build, connectors and Plan Mode need Core ($20/mo, or $18/mo billed annually). Pricing page: Core $20/mo ($18 annual) incl. $20 model credit; Pro $100/mo ($90 annual) incl. $100 credit, with larger options up to $2,000/mo; Enterprise custom. (checked 2026-11-03).",
     "sources": [
      {
       "label": "Replit docs: Starter plan",
       "url": "https://docs.replit.com/billing/plans"
      },
      {
       "label": "Replit: pricing",
       "url": "https://replit.com/pricing"
      }
     ]
    },
    {
     "question": "How much does Replit cost?",
     "answer": "Core $20/mo ($18 annual) incl. $20 model credit; Pro $100/mo ($90 annual) incl. $100 credit, with larger options up to $2,000/mo; Enterprise custom. (from replit.com/pricing, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "Can Replit build mobile apps?",
     "answer": "Yes. Replit's plan docs list web and mobile apps as the app types you can build on the free Starter plan; other types, such as slide decks and data visualizations, need Core.",
     "sources": [
      {
       "label": "Replit docs: Starter plan",
       "url": "https://docs.replit.com/billing/plans"
      }
     ]
    },
    {
     "question": "What is Replit used for?",
     "answer": "Listed use cases: build an app with an AI agent; host and deploy from the browser; collaborate on code.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to Replit?",
     "answer": "Other AI app building tools in this directory: Lovable, Bolt, v0 by Vercel, Base44. We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test Replit?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "base44",
   "name": "Base44",
   "officialUrl": "https://base44.com",
   "page": "https://usewhichtool.com/tools/base44",
   "markdown": "https://usewhichtool.com/tools/base44.md",
   "categories": [
    {
     "id": "app-building",
     "name": "App building"
    }
   ],
   "verdict": "Best for non-developers who want a whole app, with database and login built in, from a chat prompt.",
   "useCases": [
    "build a full app by describing it in chat",
    "get a backend, database and user login without setup",
    "edit visually or in code, then connect your own domain"
   ],
   "strengths": [
    "Backend, database, authentication, analytics and cloud storage included on every plan",
    "Visual editor on every plan, plus in-app code edits on paid plans",
    "Two-way GitHub sync exports the full source code (GitHub integration on Builder and up)",
    "Free plan with up to 5 apps"
   ],
   "limitations": [
    "Free plan is small: 25 message credits and 100 integration credits a month, up to 5 apps",
    "Message and integration credits are capped per plan, and usage varies by action and AI model",
    "GitHub integration starts on Builder ($40/mo billed yearly, $50 monthly)",
    "Third-party services you connect (Stripe, SendGrid, OpenAI and others) bill you directly"
   ],
   "pricing": {
    "summary": "Free: 25 message credits and 100 integration credits/mo, up to 5 apps; Starter $20/mo, Builder $50/mo, Pro $100/mo, Elite $200/mo billed monthly (20% less billed yearly: $16, $40, $80, $160); Enterprise custom.",
    "type": "Free tier",
    "sourceUrl": "https://base44.com/pricing",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "lovable",
    "bolt",
    "v0",
    "replit",
    "firebase-studio",
    "relume",
    "supabase",
    "adalo"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is Base44 free?",
     "answer": "Yes, it lists a free way to start. Free: 25 message credits and 100 integration credits/mo, up to 5 apps; Starter $20/mo, Builder $50/mo, Pro $100/mo, Elite $200/mo billed monthly (20% less billed yearly: $16, $40, $80, $160); Enterprise custom. (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does Base44 cost?",
     "answer": "Free: 25 message credits and 100 integration credits/mo, up to 5 apps; Starter $20/mo, Builder $50/mo, Pro $100/mo, Elite $200/mo billed monthly (20% less billed yearly: $16, $40, $80, $160); Enterprise custom. (from base44.com/pricing, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "Who owns Base44?",
     "answer": "Wix. Wix announced on June 18, 2025 that it had acquired Base44, and said Base44 would keep operating as a distinct product.",
     "sources": [
      {
       "label": "Wix press release: Wix acquires Base44 (June 18, 2025)",
       "url": "https://www.wix.com/press-room/home/post/wix-further-expands-into-vibe-coding-with-acquisition-of-base44-a-hyper-growth-startup-that-simplif"
      }
     ]
    },
    {
     "question": "Can I export my code from Base44?",
     "answer": "Yes. Base44's pricing FAQ says two-way GitHub sync exports the full source code to your own repository at any time. GitHub integration is included on the Builder plan and up ($50/mo, or $40/mo billed yearly).",
     "sources": [
      {
       "label": "Base44: pricing and FAQ",
       "url": "https://base44.com/pricing"
      }
     ]
    },
    {
     "question": "Do Stripe, SendGrid or OpenAI cost extra in a Base44 app?",
     "answer": "Yes. Base44's pricing FAQ says third-party services you connect to your app, such as Stripe, SendGrid or OpenAI, bill you directly.",
     "sources": [
      {
       "label": "Base44: pricing and FAQ",
       "url": "https://base44.com/pricing"
      }
     ]
    },
    {
     "question": "What is Base44 used for?",
     "answer": "Listed use cases: build a full app by describing it in chat; get a backend, database and user login without setup; edit visually or in code, then connect your own domain.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to Base44?",
     "answer": "Other AI app building tools in this directory: Lovable, Bolt, v0 by Vercel, Replit. We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test Base44?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "firebase-studio",
   "name": "Firebase Studio",
   "officialUrl": "https://firebase.studio",
   "page": "https://usewhichtool.com/tools/firebase-studio",
   "markdown": "https://usewhichtool.com/tools/firebase-studio.md",
   "categories": [
    {
     "id": "app-building",
     "name": "App building"
    },
    {
     "id": "coding",
     "name": "Coding"
    }
   ],
   "verdict": "Closed to new users and shutting down March 22, 2027; existing users should migrate to Google AI Studio or Antigravity.",
   "useCases": [
    "full-stack app in the browser",
    "prototype with Gemini",
    "app previews with emulators"
   ],
   "strengths": [
    "Web-based workspace with Gemini",
    "Full-fidelity previews via cloud emulators",
    "Connects to Firebase/Google Cloud"
   ],
   "limitations": [
    "New signups and new workspaces disabled since June 22, 2026",
    "Shuts down March 22, 2027; unmigrated workspace data is permanently deleted",
    "Backend costs follow Firebase/Google Cloud pricing",
    "Google ecosystem lock-in"
   ],
   "pricing": {
    "summary": "Firebase has a no-cost tier; usage-based (Blaze) beyond free quotas; eligible new users may get $300 Google Cloud credit.",
    "type": "Free tier",
    "sourceUrl": "https://firebase.google.com/pricing",
    "verifiedDate": "2026-11-03"
   },
   "status": {
    "state": "sunsetting",
    "label": "Sunsetting: closed to new users; shuts down March 22, 2027",
    "sourceUrl": "https://firebase.google.com/docs/studio/migrating-project",
    "checked": "2026-11-03"
   },
   "alternatives": [
    "lovable",
    "bolt",
    "v0",
    "replit",
    "base44",
    "relume",
    "supabase",
    "adalo"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is Firebase Studio free?",
     "answer": "Yes, it lists a free way to start. Firebase has a no-cost tier; usage-based (Blaze) beyond free quotas; eligible new users may get $300 Google Cloud credit. (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does Firebase Studio cost?",
     "answer": "Firebase has a no-cost tier; usage-based (Blaze) beyond free quotas; eligible new users may get $300 Google Cloud credit. (from firebase.google.com/pricing, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "What is Firebase Studio used for?",
     "answer": "Listed use cases: full-stack app in the browser; prototype with Gemini; app previews with emulators.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to Firebase Studio?",
     "answer": "Other AI app building tools in this directory: Lovable, Bolt, v0 by Vercel, Replit. We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test Firebase Studio?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "langgraph",
   "name": "LangGraph",
   "officialUrl": "https://www.langchain.com/langgraph",
   "page": "https://usewhichtool.com/tools/langgraph",
   "markdown": "https://usewhichtool.com/tools/langgraph.md",
   "categories": [
    {
     "id": "agents",
     "name": "Agents"
    }
   ],
   "verdict": "A top pick for developers building reliable custom agents.",
   "useCases": [
    "build stateful AI agents",
    "human-in-the-loop workflows",
    "durable agent execution"
   ],
   "strengths": [
    "Open-source orchestration framework",
    "Durable execution, memory, streaming",
    "Managed platform via LangSmith"
   ],
   "limitations": [
    "Requires coding",
    "Platform pricing is usage-based"
   ],
   "pricing": {
    "summary": "Framework open source; LangSmith Developer $0/seat, Plus $39/seat + pay-as-you-go; Enterprise custom.",
    "type": "Open source",
    "sourceUrl": "https://www.langchain.com/pricing",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "cursor",
    "github-copilot",
    "claude-code",
    "devin",
    "cline",
    "openai-codex",
    "factory",
    "opencode",
    "google-antigravity",
    "kiro",
    "replit",
    "crewai",
    "openai-agents-sdk",
    "n8n"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is LangGraph free?",
     "answer": "It has an open-source option. Framework open source; LangSmith Developer $0/seat, Plus $39/seat + pay-as-you-go; Enterprise custom. (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does LangGraph cost?",
     "answer": "Framework open source; LangSmith Developer $0/seat, Plus $39/seat + pay-as-you-go; Enterprise custom. (from www.langchain.com/pricing, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "What is LangGraph used for?",
     "answer": "Listed use cases: build stateful AI agents; human-in-the-loop workflows; durable agent execution.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to LangGraph?",
     "answer": "Other AI agents tools in this directory: Cursor, GitHub Copilot, Claude Code, Devin (incl. Devin Desktop, formerly Windsurf). We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test LangGraph?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "crewai",
   "name": "CrewAI",
   "officialUrl": "https://www.crewai.com",
   "page": "https://usewhichtool.com/tools/crewai",
   "markdown": "https://usewhichtool.com/tools/crewai.md",
   "categories": [
    {
     "id": "agents",
     "name": "Agents"
    }
   ],
   "verdict": "Good for prototyping multi-agent teams quickly.",
   "useCases": [
    "multi-agent workflows",
    "automate business processes with agents"
   ],
   "strengths": [
    "Popular open-source multi-agent framework",
    "Hosted platform with free Basic plan"
   ],
   "limitations": [
    "Enterprise pricing not published",
    "Multi-agent setups can be complex to debug"
   ],
   "pricing": {
    "summary": "Basic: Free; Enterprise: custom (per pricing page).",
    "type": "Free tier",
    "sourceUrl": "https://www.crewai.com/pricing",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "cursor",
    "github-copilot",
    "claude-code",
    "devin",
    "cline",
    "openai-codex",
    "factory",
    "opencode",
    "google-antigravity",
    "kiro",
    "replit",
    "langgraph",
    "openai-agents-sdk",
    "n8n"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is CrewAI free?",
     "answer": "Yes, it lists a free way to start. Basic: Free; Enterprise: custom (per pricing page). (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does CrewAI cost?",
     "answer": "Basic: Free; Enterprise: custom (per pricing page). (from www.crewai.com/pricing, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "What is CrewAI used for?",
     "answer": "Listed use cases: multi-agent workflows; automate business processes with agents.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to CrewAI?",
     "answer": "Other AI agents tools in this directory: Cursor, GitHub Copilot, Claude Code, Devin (incl. Devin Desktop, formerly Windsurf). We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test CrewAI?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "openai-agents-sdk",
   "name": "OpenAI Agents SDK",
   "officialUrl": "https://openai.github.io/openai-agents-python/",
   "page": "https://usewhichtool.com/tools/openai-agents-sdk",
   "markdown": "https://usewhichtool.com/tools/openai-agents-sdk.md",
   "categories": [
    {
     "id": "agents",
     "name": "Agents"
    }
   ],
   "verdict": "A simple, minimal starting point for code-first agents.",
   "useCases": [
    "build agents in Python",
    "tool calling and handoffs",
    "agent tracing"
   ],
   "strengths": [
    "Lightweight open-source SDK",
    "Built-in handoffs, guardrails, tracing"
   ],
   "limitations": [
    "You pay API usage",
    "Code required"
   ],
   "pricing": {
    "summary": "SDK is free/open source; model usage billed per OpenAI API pricing.",
    "type": "Open source",
    "sourceUrl": "https://openai.com/business/pricing/#api",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "cursor",
    "github-copilot",
    "claude-code",
    "devin",
    "cline",
    "openai-codex",
    "factory",
    "opencode",
    "google-antigravity",
    "kiro",
    "replit",
    "langgraph",
    "crewai",
    "n8n"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is OpenAI Agents SDK free?",
     "answer": "It has an open-source option. SDK is free/open source; model usage billed per OpenAI API pricing. (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does OpenAI Agents SDK cost?",
     "answer": "SDK is free/open source; model usage billed per OpenAI API pricing. (from openai.com/business/pricing/#api, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "What is OpenAI Agents SDK used for?",
     "answer": "Listed use cases: build agents in Python; tool calling and handoffs; agent tracing.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to OpenAI Agents SDK?",
     "answer": "Other AI agents tools in this directory: Cursor, GitHub Copilot, Claude Code, Devin (incl. Devin Desktop, formerly Windsurf). We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test OpenAI Agents SDK?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "n8n",
   "name": "n8n",
   "officialUrl": "https://n8n.io",
   "page": "https://usewhichtool.com/tools/n8n",
   "markdown": "https://usewhichtool.com/tools/n8n.md",
   "categories": [
    {
     "id": "agents",
     "name": "Agents"
    }
   ],
   "verdict": "The flexible automation pick for technical builders.",
   "useCases": [
    "automate workflows with AI",
    "connect apps without code",
    "build AI agents with MCP"
   ],
   "strengths": [
    "Self-hostable Community Edition",
    "Pricing per full execution, not per step",
    "Hundreds of integrations"
   ],
   "limitations": [
    "Cloud prices in EUR",
    "Advanced features on Business/Enterprise"
   ],
   "pricing": {
    "summary": "Starter €20/mo, Pro €50/mo, Business €667/mo (billed annually); Community Edition self-hosted free.",
    "type": "Paid",
    "sourceUrl": "https://n8n.io/pricing/",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "cursor",
    "github-copilot",
    "claude-code",
    "devin",
    "cline",
    "openai-codex",
    "factory",
    "opencode",
    "google-antigravity",
    "kiro",
    "replit",
    "langgraph",
    "crewai",
    "openai-agents-sdk"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is n8n free?",
     "answer": "Not on a general free plan, per its pricing page. Starter €20/mo, Pro €50/mo, Business €667/mo (billed annually); Community Edition self-hosted free. (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does n8n cost?",
     "answer": "Starter €20/mo, Pro €50/mo, Business €667/mo (billed annually); Community Edition self-hosted free. (from n8n.io/pricing/, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "Can I use self-hosted n8n for commercial use?",
     "answer": "Yes, for your own business. The free self-hosted Community Edition lets you run your business on it, build automations for clients on your instance if they cannot create or edit them, and charge for setup, maintenance, training and consulting. It does not let you host n8n as a service where clients build workflows, let end users build their own workflows, fork it into your own automation product, or white-label it.",
     "sources": [
      {
       "label": "n8n docs: Community license FAQ",
       "url": "https://docs.n8n.io/n8n-community-license/community-license/license-faq"
      }
     ]
    },
    {
     "question": "What is n8n used for?",
     "answer": "Listed use cases: automate workflows with AI; connect apps without code; build AI agents with MCP.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to n8n?",
     "answer": "Other AI agents tools in this directory: Cursor, GitHub Copilot, Claude Code, Devin (incl. Devin Desktop, formerly Windsurf). We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test n8n?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "figma",
   "name": "Figma",
   "officialUrl": "https://www.figma.com",
   "page": "https://usewhichtool.com/tools/figma",
   "markdown": "https://usewhichtool.com/tools/figma.md",
   "categories": [
    {
     "id": "design",
     "name": "Design"
    }
   ],
   "verdict": "The default for serious UI design.",
   "useCases": [
    "design app UI",
    "prototype",
    "hand off design to code"
   ],
   "strengths": [
    "Industry-standard collaborative design",
    "AI credits included on paid seats",
    "Dev seats for developers"
   ],
   "limitations": [
    "Seat-based pricing adds up",
    "Full features need Professional or higher"
   ],
   "pricing": {
    "summary": "Free starter; Professional Full seat $16/mo, Dev $12, Collab $3; Organization and Enterprise higher (see page).",
    "type": "Free tier",
    "sourceUrl": "https://www.figma.com/pricing/",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "v0",
    "uizard",
    "relume"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is Figma free?",
     "answer": "Yes, it lists a free way to start. Free starter; Professional Full seat $16/mo, Dev $12, Collab $3; Organization and Enterprise higher (see page). (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does Figma cost?",
     "answer": "Free starter; Professional Full seat $16/mo, Dev $12, Collab $3; Organization and Enterprise higher (see page). (from www.figma.com/pricing/, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "What is Figma used for?",
     "answer": "Listed use cases: design app UI; prototype; hand off design to code.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to Figma?",
     "answer": "Other AI design tools in this directory: v0 by Vercel, Uizard, Relume. We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test Figma?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "uizard",
   "name": "Uizard",
   "officialUrl": "https://uizard.io",
   "page": "https://usewhichtool.com/tools/uizard",
   "markdown": "https://usewhichtool.com/tools/uizard.md",
   "categories": [
    {
     "id": "design",
     "name": "Design"
    }
   ],
   "verdict": "Good for fast mockups if you're not a designer.",
   "useCases": [
    "turn ideas into UI mockups",
    "wireframe an app quickly"
   ],
   "strengths": [
    "Very easy for non-designers",
    "AI-generated mockups"
   ],
   "limitations": [
    "Less precise than pro design tools"
   ],
   "pricing": {
    "summary": "Free; Pro $12/mo (annual); Business $39/mo (annual).",
    "type": "Free tier",
    "sourceUrl": "https://uizard.io/pricing/",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "v0",
    "figma",
    "relume"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is Uizard free?",
     "answer": "Yes, it lists a free way to start. Free; Pro $12/mo (annual); Business $39/mo (annual). (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does Uizard cost?",
     "answer": "Free; Pro $12/mo (annual); Business $39/mo (annual). (from uizard.io/pricing/, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "What is Uizard used for?",
     "answer": "Listed use cases: turn ideas into UI mockups; wireframe an app quickly.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to Uizard?",
     "answer": "Other AI design tools in this directory: v0 by Vercel, Figma, Relume. We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test Uizard?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "relume",
   "name": "Relume",
   "officialUrl": "https://www.relume.ai",
   "page": "https://usewhichtool.com/tools/relume",
   "markdown": "https://usewhichtool.com/tools/relume.md",
   "categories": [
    {
     "id": "design",
     "name": "Design"
    },
    {
     "id": "app-building",
     "name": "App building"
    }
   ],
   "verdict": "Best for quickly planning and building marketing sites.",
   "useCases": [
    "generate sitemap and wireframes",
    "build a marketing site",
    "export to Webflow, Figma or React"
   ],
   "strengths": [
    "Human-made component library",
    "Exports to Webflow, Figma, React"
   ],
   "limitations": [
    "Focused on marketing sites"
   ],
   "pricing": {
    "summary": "Free forever tier; Publish Pro from $14/mo plus site hosting from $12/project/mo; Site Builder Starter from $18/mo, Pro from $40/mo, Team from $36/mo (3 user minimum).",
    "type": "Free tier",
    "sourceUrl": "https://www.relume.ai/pricing",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "v0",
    "figma",
    "uizard"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is Relume free?",
     "answer": "Yes, it lists a free way to start. Free forever tier; Publish Pro from $14/mo plus site hosting from $12/project/mo; Site Builder Starter from $18/mo, Pro from $40/mo, Team from $36/mo (3 user minimum). (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does Relume cost?",
     "answer": "Free forever tier; Publish Pro from $14/mo plus site hosting from $12/project/mo; Site Builder Starter from $18/mo, Pro from $40/mo, Team from $36/mo (3 user minimum). (from www.relume.ai/pricing, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "What is Relume used for?",
     "answer": "Listed use cases: generate sitemap and wireframes; build a marketing site; export to Webflow, Figma or React.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to Relume?",
     "answer": "Other AI design tools in this directory: v0 by Vercel, Figma, Uizard. We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test Relume?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "gemini-notebook",
   "name": "Gemini Notebook (formerly NotebookLM)",
   "officialUrl": "https://notebook.google",
   "page": "https://usewhichtool.com/tools/gemini-notebook",
   "markdown": "https://usewhichtool.com/tools/gemini-notebook.md",
   "categories": [
    {
     "id": "research",
     "name": "Research"
    }
   ],
   "verdict": "Great for researching docs, specs and competitors from your own sources.",
   "useCases": [
    "research from your own sources",
    "summarize documents",
    "turn sources into audio overviews"
   ],
   "strengths": [
    "Grounded in sources you upload",
    "Free to start"
   ],
   "limitations": [
    "Limited to your provided sources",
    "Plan details should be checked on page"
   ],
   "pricing": {
    "summary": "Free tier (up to 50 sources per notebook); higher limits via Google AI plans: AI Plus 100, AI Pro 300 and AI Ultra 600 sources per notebook. Paid plans are not offered in every region.",
    "type": "Free tier",
    "sourceUrl": "https://notebook.google/plans",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is Gemini Notebook free?",
     "answer": "Yes, it lists a free way to start. Free tier (up to 50 sources per notebook); higher limits via Google AI plans: AI Plus 100, AI Pro 300 and AI Ultra 600 sources per notebook. Paid plans are not offered in every region. (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does Gemini Notebook cost?",
     "answer": "Free tier (up to 50 sources per notebook); higher limits via Google AI plans: AI Plus 100, AI Pro 300 and AI Ultra 600 sources per notebook. Paid plans are not offered in every region. (from notebook.google/plans, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "What is Gemini Notebook used for?",
     "answer": "Listed use cases: research from your own sources; summarize documents; turn sources into audio overviews.",
     "sources": []
    },
    {
     "question": "Did you test Gemini Notebook?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "playwright",
   "name": "Playwright",
   "officialUrl": "https://playwright.dev",
   "page": "https://usewhichtool.com/tools/playwright",
   "markdown": "https://usewhichtool.com/tools/playwright.md",
   "categories": [
    {
     "id": "testing",
     "name": "Testing"
    }
   ],
   "verdict": "The default free E2E testing tool for web apps.",
   "useCases": [
    "end-to-end test a web app",
    "browser automation",
    "test across Chromium, Firefox, WebKit"
   ],
   "strengths": [
    "Free, open source (Apache-2.0)",
    "Cross-browser",
    "Widely used with AI agents"
   ],
   "limitations": [
    "Requires writing tests (or an agent to write them)"
   ],
   "pricing": {
    "summary": "Free and open source (Apache-2.0).",
    "type": "Open source",
    "sourceUrl": "https://github.com/microsoft/playwright/blob/main/LICENSE",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "github-copilot",
    "openai-codex",
    "qa-wolf",
    "coderabbit",
    "sentry"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is Playwright free?",
     "answer": "It has an open-source option. Free and open source (Apache-2.0). (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does Playwright cost?",
     "answer": "Free and open source (Apache-2.0). (from github.com/microsoft/playwright/blob/main/LICENSE, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "What is Playwright used for?",
     "answer": "Listed use cases: end-to-end test a web app; browser automation; test across Chromium, Firefox, WebKit.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to Playwright?",
     "answer": "Other AI testing tools in this directory: GitHub Copilot, OpenAI Codex, QA Wolf, CodeRabbit. We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test Playwright?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "qa-wolf",
   "name": "QA Wolf",
   "officialUrl": "https://www.qawolf.com",
   "page": "https://usewhichtool.com/tools/qa-wolf",
   "markdown": "https://usewhichtool.com/tools/qa-wolf.md",
   "categories": [
    {
     "id": "testing",
     "name": "Testing"
    }
   ],
   "verdict": "For teams that want E2E coverage handled for them.",
   "useCases": [
    "automated E2E test coverage",
    "AI-written tests for web and mobile"
   ],
   "strengths": [
    "AI maps, writes and runs tests",
    "Tests exportable as open-source Playwright"
   ],
   "limitations": [
    "Per-run pricing grows with suite size and run frequency",
    "Volume discounts require talking to sales"
   ],
   "pricing": {
    "summary": "Pay per test run: Web $1, Mobile $2, Desktop $2 per run (5-minute blocks, 3 free retries); self-serve start, volume pricing via sales.",
    "type": "Paid",
    "sourceUrl": "https://www.qawolf.com/pricing",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "github-copilot",
    "openai-codex",
    "playwright",
    "coderabbit",
    "sentry"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is QA Wolf free?",
     "answer": "Not on a general free plan, per its pricing page. Pay per test run: Web $1, Mobile $2, Desktop $2 per run (5-minute blocks, 3 free retries); self-serve start, volume pricing via sales. (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does QA Wolf cost?",
     "answer": "Pay per test run: Web $1, Mobile $2, Desktop $2 per run (5-minute blocks, 3 free retries); self-serve start, volume pricing via sales. (from www.qawolf.com/pricing, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "What is QA Wolf used for?",
     "answer": "Listed use cases: automated E2E test coverage; AI-written tests for web and mobile.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to QA Wolf?",
     "answer": "Other AI testing tools in this directory: GitHub Copilot, OpenAI Codex, Playwright, CodeRabbit. We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test QA Wolf?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "coderabbit",
   "name": "CodeRabbit",
   "officialUrl": "https://www.coderabbit.ai",
   "page": "https://usewhichtool.com/tools/coderabbit",
   "markdown": "https://usewhichtool.com/tools/coderabbit.md",
   "categories": [
    {
     "id": "testing",
     "name": "Testing"
    },
    {
     "id": "coding",
     "name": "Coding"
    }
   ],
   "verdict": "A good add-on reviewer for AI-generated code.",
   "useCases": [
    "AI code review on pull requests",
    "catch bugs before merge"
   ],
   "strengths": [
    "Independent AI code review",
    "PR triage and change explanations"
   ],
   "limitations": [
    "Per-user pricing",
    "Overage charges per reviewed file"
   ],
   "pricing": {
    "summary": "Essentials $30, Team $60, Advanced $90 per developer/mo billed monthly ($24/$48/$72 billed annually). Free for public repositories; billed only for developers who create pull requests.",
    "type": "Paid",
    "sourceUrl": "https://www.coderabbit.ai/pricing",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "github-copilot",
    "openai-codex",
    "playwright",
    "qa-wolf",
    "sentry"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is CodeRabbit free?",
     "answer": "Not on a general free plan, per its pricing page. Essentials $30, Team $60, Advanced $90 per developer/mo billed monthly ($24/$48/$72 billed annually). Free for public repositories; billed only for developers who create pull requests. (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does CodeRabbit cost?",
     "answer": "Essentials $30, Team $60, Advanced $90 per developer/mo billed monthly ($24/$48/$72 billed annually). Free for public repositories; billed only for developers who create pull requests. (from www.coderabbit.ai/pricing, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "What is CodeRabbit used for?",
     "answer": "Listed use cases: AI code review on pull requests; catch bugs before merge.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to CodeRabbit?",
     "answer": "Other AI testing tools in this directory: GitHub Copilot, OpenAI Codex, Playwright, QA Wolf. We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test CodeRabbit?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "vercel",
   "name": "Vercel",
   "officialUrl": "https://vercel.com",
   "page": "https://usewhichtool.com/tools/vercel",
   "markdown": "https://usewhichtool.com/tools/vercel.md",
   "categories": [
    {
     "id": "deployment",
     "name": "Deployment"
    }
   ],
   "verdict": "The easiest deploy for Next.js and frontend apps.",
   "useCases": [
    "deploy a Next.js app",
    "host a website",
    "serverless functions"
   ],
   "strengths": [
    "Git push to deploy",
    "Excellent Next.js support",
    "Free Hobby tier"
   ],
   "limitations": [
    "Usage costs can grow at scale",
    "Hobby is non-commercial"
   ],
   "pricing": {
    "summary": "Hobby $0; Pro $20/mo with $20 usage credit; Enterprise custom.",
    "type": "Free tier",
    "sourceUrl": "https://vercel.com/pricing",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "replit",
    "netlify",
    "supabase",
    "railway",
    "cloudflare-pages",
    "sentry"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is Vercel free?",
     "answer": "Yes, it lists a free way to start. Hobby $0; Pro $20/mo with $20 usage credit; Enterprise custom. (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does Vercel cost?",
     "answer": "Hobby $0; Pro $20/mo with $20 usage credit; Enterprise custom. (from vercel.com/pricing, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "What is Vercel used for?",
     "answer": "Listed use cases: deploy a Next.js app; host a website; serverless functions.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to Vercel?",
     "answer": "Other AI deployment tools in this directory: Replit, Netlify, Supabase, Railway. We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test Vercel?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "netlify",
   "name": "Netlify",
   "officialUrl": "https://www.netlify.com",
   "page": "https://usewhichtool.com/tools/netlify",
   "markdown": "https://usewhichtool.com/tools/netlify.md",
   "categories": [
    {
     "id": "deployment",
     "name": "Deployment"
    }
   ],
   "verdict": "A reliable alternative to Vercel for static and Jamstack sites.",
   "useCases": [
    "deploy a static or full-stack site",
    "host from Git"
   ],
   "strengths": [
    "Free forever tier",
    "Credit-based pricing with unlimited members on Pro"
   ],
   "limitations": [
    "Credits model needs monitoring"
   ],
   "pricing": {
    "summary": "Free; Personal $9/mo; Pro $20/mo.",
    "type": "Free tier",
    "sourceUrl": "https://www.netlify.com/pricing/",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "replit",
    "vercel",
    "supabase",
    "railway",
    "cloudflare-pages",
    "sentry"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is Netlify free?",
     "answer": "Yes, it lists a free way to start. Free; Personal $9/mo; Pro $20/mo. (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does Netlify cost?",
     "answer": "Free; Personal $9/mo; Pro $20/mo. (from www.netlify.com/pricing/, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "What is Netlify used for?",
     "answer": "Listed use cases: deploy a static or full-stack site; host from Git.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to Netlify?",
     "answer": "Other AI deployment tools in this directory: Replit, Vercel, Supabase, Railway. We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test Netlify?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "supabase",
   "name": "Supabase",
   "officialUrl": "https://supabase.com",
   "page": "https://usewhichtool.com/tools/supabase",
   "markdown": "https://usewhichtool.com/tools/supabase.md",
   "categories": [
    {
     "id": "deployment",
     "name": "Deployment"
    },
    {
     "id": "app-building",
     "name": "App building"
    }
   ],
   "verdict": "The go-to backend for AI-built apps.",
   "useCases": [
    "add a database to an app",
    "user authentication",
    "file storage and realtime"
   ],
   "strengths": [
    "Postgres with auth, storage, realtime, vectors",
    "Free tier",
    "Used by many AI app builders"
   ],
   "limitations": [
    "Free projects have limits",
    "Usage-based beyond quotas"
   ],
   "pricing": {
    "summary": "Free (2 active projects, paused after 1 week of inactivity); Pro from $25/mo and Team from $599/mo, both with $10/mo compute credits; usage-based beyond quotas.",
    "type": "Free tier",
    "sourceUrl": "https://supabase.com/pricing",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "replit",
    "vercel",
    "netlify",
    "railway",
    "cloudflare-pages",
    "sentry"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is Supabase free?",
     "answer": "Yes, it lists a free way to start. Free (2 active projects, paused after 1 week of inactivity); Pro from $25/mo and Team from $599/mo, both with $10/mo compute credits; usage-based beyond quotas. (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does Supabase cost?",
     "answer": "Free (2 active projects, paused after 1 week of inactivity); Pro from $25/mo and Team from $599/mo, both with $10/mo compute credits; usage-based beyond quotas. (from supabase.com/pricing, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "What is Supabase used for?",
     "answer": "Listed use cases: add a database to an app; user authentication; file storage and realtime.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to Supabase?",
     "answer": "Other AI deployment tools in this directory: Replit, Vercel, Netlify, Railway. We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test Supabase?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "adalo",
   "name": "Adalo",
   "officialUrl": "https://www.adalo.com",
   "page": "https://usewhichtool.com/tools/adalo",
   "markdown": "https://usewhichtool.com/tools/adalo.md",
   "categories": [
    {
     "id": "app-building",
     "name": "App building"
    }
   ],
   "verdict": "Best for non-coders who want a real app in the App Store and Google Play, not just a web app.",
   "useCases": [
    "build a native iOS and Android app by describing it",
    "publish one app to the App Store, Google Play and the web",
    "add Stripe payments, maps and push notifications without code"
   ],
   "strengths": [
    "One project publishes a web app plus native iOS and Android builds",
    "Ada, Adalo's AI builder, generates screens, database and sign-in, and you can then edit them visually",
    "Flat plan prices with no per-action or per-user charges, per Adalo's pricing FAQ"
   ],
   "limitations": [
    "Publishing to the stores starts with Builder ($65/mo); Free is for building and testing, with 500 records per app",
    "Free includes only 5 Ada prompts a month",
    "Exporting your source code is a separate service priced on its own; Builder shows only a sample of Ada's code",
    "Apple ($99/yr) and Google Play ($25 one-time) developer accounts cost extra"
   ],
   "pricing": {
    "summary": "Free $0 (5 Ada prompts/mo, unlimited test apps, 500 records per app); Builder $65/mo (first month $30 on monthly billing), 2 published apps; Business $200/mo, 5 published apps. Quarterly billing saves 10% and yearly 20% ($624/yr Builder, $1,920/yr Business).",
    "type": "Free tier",
    "sourceUrl": "https://www.adalo.com/pricing",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "lovable",
    "bolt",
    "v0",
    "replit",
    "base44",
    "firebase-studio",
    "relume",
    "supabase"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is Adalo free?",
     "answer": "Yes, it lists a free way to start. Free $0 (5 Ada prompts/mo, unlimited test apps, 500 records per app); Builder $65/mo (first month $30 on monthly billing), 2 published apps; Business $200/mo, 5 published apps. Quarterly billing saves 10% and yearly 20% ($624/yr Builder, $1,920/yr Business). (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does Adalo cost?",
     "answer": "Free $0 (5 Ada prompts/mo, unlimited test apps, 500 records per app); Builder $65/mo (first month $30 on monthly billing), 2 published apps; Business $200/mo, 5 published apps. Quarterly billing saves 10% and yearly 20% ($624/yr Builder, $1,920/yr Business). (from www.adalo.com/pricing, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "What is Adalo used for?",
     "answer": "Listed use cases: build a native iOS and Android app by describing it; publish one app to the App Store, Google Play and the web; add Stripe payments, maps and push notifications without code.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to Adalo?",
     "answer": "Other AI app building tools in this directory: Lovable, Bolt, v0 by Vercel, Replit. We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test Adalo?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "railway",
   "name": "Railway",
   "officialUrl": "https://railway.com",
   "page": "https://usewhichtool.com/tools/railway",
   "markdown": "https://usewhichtool.com/tools/railway.md",
   "categories": [
    {
     "id": "deployment",
     "name": "Deployment"
    }
   ],
   "verdict": "Great for backends and servers that don't fit serverless.",
   "useCases": [
    "deploy a backend server",
    "host a database",
    "deploy Docker apps"
   ],
   "strengths": [
    "Simple full-stack deploys",
    "Usage-based with included credits"
   ],
   "limitations": [
    "Usage-based bills can vary"
   ],
   "pricing": {
    "summary": "Free plan $0/mo with $1 of monthly usage credits (after a 30-day trial with a one-time $5 credit); Hobby $5/mo includes $5 usage; Pro $20/mo per workspace includes $20 usage, unlimited seats.",
    "type": "Free tier",
    "sourceUrl": "https://railway.com/pricing",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "replit",
    "vercel",
    "netlify",
    "supabase",
    "cloudflare-pages",
    "sentry"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is Railway free?",
     "answer": "Yes, it lists a free way to start. Free plan $0/mo with $1 of monthly usage credits (after a 30-day trial with a one-time $5 credit); Hobby $5/mo includes $5 usage; Pro $20/mo per workspace includes $20 usage, unlimited seats. (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does Railway cost?",
     "answer": "Free plan $0/mo with $1 of monthly usage credits (after a 30-day trial with a one-time $5 credit); Hobby $5/mo includes $5 usage; Pro $20/mo per workspace includes $20 usage, unlimited seats. (from railway.com/pricing, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "What is Railway used for?",
     "answer": "Listed use cases: deploy a backend server; host a database; deploy Docker apps.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to Railway?",
     "answer": "Other AI deployment tools in this directory: Replit, Vercel, Netlify, Supabase. We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test Railway?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "cloudflare-pages",
   "name": "Cloudflare Pages",
   "officialUrl": "https://pages.cloudflare.com",
   "page": "https://usewhichtool.com/tools/cloudflare-pages",
   "markdown": "https://usewhichtool.com/tools/cloudflare-pages.md",
   "categories": [
    {
     "id": "deployment",
     "name": "Deployment"
    }
   ],
   "verdict": "A cheap, fast option for static and edge apps.",
   "useCases": [
    "host a static site",
    "deploy full-stack on the edge"
   ],
   "strengths": [
    "Global edge network",
    "Free plan"
   ],
   "limitations": [
    "Workers runtime differs from Node"
   ],
   "pricing": {
    "summary": "Free plan available; Workers Paid from $5/mo (includes 10M requests, then $0.30 per million). Pages lists unlimited sites, seats, requests and bandwidth on all plans.",
    "type": "Free tier",
    "sourceUrl": "https://www.cloudflare.com/plans/developer-platform/",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "replit",
    "vercel",
    "netlify",
    "supabase",
    "railway",
    "sentry"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is Cloudflare Pages free?",
     "answer": "Yes, it lists a free way to start. Free plan available; Workers Paid from $5/mo (includes 10M requests, then $0.30 per million). Pages lists unlimited sites, seats, requests and bandwidth on all plans. (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does Cloudflare Pages cost?",
     "answer": "Free plan available; Workers Paid from $5/mo (includes 10M requests, then $0.30 per million). Pages lists unlimited sites, seats, requests and bandwidth on all plans. (from www.cloudflare.com/plans/developer-platform/, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "What is Cloudflare Pages used for?",
     "answer": "Listed use cases: host a static site; deploy full-stack on the edge.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to Cloudflare Pages?",
     "answer": "Other AI deployment tools in this directory: Replit, Vercel, Netlify, Supabase. We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test Cloudflare Pages?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "sentry",
   "name": "Sentry",
   "officialUrl": "https://sentry.io",
   "page": "https://usewhichtool.com/tools/sentry",
   "markdown": "https://usewhichtool.com/tools/sentry.md",
   "categories": [
    {
     "id": "testing",
     "name": "Testing"
    },
    {
     "id": "deployment",
     "name": "Deployment"
    }
   ],
   "verdict": "Add this once real users hit your app.",
   "useCases": [
    "track errors in production",
    "monitor app performance"
   ],
   "strengths": [
    "Error and performance monitoring",
    "Free developer tier"
   ],
   "limitations": [
    "Free tier is single user"
   ],
   "pricing": {
    "summary": "Developer free (1 user); Team $26/mo; Business $80/mo (annual); Enterprise custom.",
    "type": "Free tier",
    "sourceUrl": "https://sentry.io/pricing/",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "github-copilot",
    "openai-codex",
    "playwright",
    "qa-wolf",
    "coderabbit"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is Sentry free?",
     "answer": "Yes, it lists a free way to start. Developer free (1 user); Team $26/mo; Business $80/mo (annual); Enterprise custom. (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does Sentry cost?",
     "answer": "Developer free (1 user); Team $26/mo; Business $80/mo (annual); Enterprise custom. (from sentry.io/pricing/, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "What is Sentry used for?",
     "answer": "Listed use cases: track errors in production; monitor app performance.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to Sentry?",
     "answer": "Other AI testing tools in this directory: GitHub Copilot, OpenAI Codex, Playwright, QA Wolf. We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test Sentry?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "meta-muse",
   "name": "Muse (Meta)",
   "officialUrl": "https://ai.meta.com/muse/",
   "page": "https://usewhichtool.com/tools/meta-muse",
   "markdown": "https://usewhichtool.com/tools/meta-muse.md",
   "categories": [
    {
     "id": "assistants",
     "name": "Assistants"
    }
   ],
   "verdict": "Best for trying a personal agent for free, with approvals and an audit trail; it is offered in North America, Japan and, since Oct 27, 2026, Singapore.",
   "useCases": [
    "hand off personal errands and tasks",
    "manage email and calendar with approvals",
    "watch prices, weather or reminders in the background",
    "message an agent in WhatsApp"
   ],
   "strengths": [
    "Free to start, with a usage limit",
    "Works on its own isolated cloud computer with a browser (Muse Secure VM)",
    "Asks before it sends email or buys anything, and keeps an audit trail",
    "Muse app on iOS, Android and Mac, plus muse.ai and WhatsApp"
   ],
   "limitations": [
    "Available in North America since September 2026, Japan since Oct 23, 2026 and Singapore since Oct 27, 2026; Meta says the subscriptions are in limited testing and not available in all locations",
    "Unused weekly subscription usage does not roll over",
    "Usage is metered in Muse tokens, so the cost of a task varies",
    "Requires a Meta account and age 18+ for paid plans"
   ],
   "pricing": {
    "summary": "Free with a usage limit; Power $20/mo (500M Muse tokens per week); Maximum $100/mo (3B Muse tokens per week). Extra tokens can be bought separately and do not expire.",
    "type": "Free tier",
    "sourceUrl": "https://www.meta.com/help/subscriptions/1021145227643680/",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "openai-dots",
    "grok-bot",
    "chatgpt-work",
    "claude",
    "manus",
    "lindy",
    "motion",
    "alexa-plus",
    "claude-duet",
    "perplexity-comet",
    "copilot-cowork",
    "google-gemini"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is Muse free?",
     "answer": "Yes, it lists a free way to start. Free with a usage limit; Power $20/mo (500M Muse tokens per week); Maximum $100/mo (3B Muse tokens per week). Extra tokens can be bought separately and do not expire. (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does Muse cost?",
     "answer": "Free with a usage limit; Power $20/mo (500M Muse tokens per week); Maximum $100/mo (3B Muse tokens per week). Extra tokens can be bought separately and do not expire. (from www.meta.com/help/subscriptions/1021145227643680/, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "What is Muse used for?",
     "answer": "Listed use cases: hand off personal errands and tasks; manage email and calendar with approvals; watch prices, weather or reminders in the background; message an agent in WhatsApp.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to Muse?",
     "answer": "Other AI assistants in this directory: Dots (OpenAI), Grok Bot, ChatGPT Work (OpenAI), Claude (Anthropic). We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test Muse?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "openai-dots",
   "name": "Dots (OpenAI)",
   "officialUrl": "https://chatgpt.com/features/dots/",
   "page": "https://usewhichtool.com/tools/openai-dots",
   "markdown": "https://usewhichtool.com/tools/openai-dots.md",
   "categories": [
    {
     "id": "assistants",
     "name": "Assistants"
    }
   ],
   "verdict": "Best for ChatGPT Pro users who want always on agents in ChatGPT, Slack and Teams; not offered in the EEA, Switzerland or the UK.",
   "useCases": [
    "keep an ongoing project moving between conversations",
    "watch connected apps and flag what needs you",
    "message an agent from Slack or Microsoft Teams",
    "scheduled checks and reminders"
   ],
   "strengths": [
    "Has its own cloud computer and browser; access to your own computer is optional and off by default",
    "First dot included with ChatGPT Pro and Business Premium at no extra charge",
    "Custom rules decide what it may do on its own and what it must ask about first",
    "ChatGPT desktop (including Windows), web and mobile apps, plus Slack and Teams"
   ],
   "limitations": [
    "Needs ChatGPT Pro (from $100/mo) or a Business Premium seat; Pro access excludes the EEA, Switzerland and the UK",
    "Disconnecting an app does not delete what the dot already learned from it; you must reset the dot",
    "Tasks it starts in Codex or ChatGPT Work count toward your usage limits",
    "Not supported on mobile web, and at launch it cannot call you or have its own email address"
   ],
   "pricing": {
    "summary": "No standalone plan. First dot included with ChatGPT Pro ($100, $200 or $500/mo, users 18+) and, subject to eligibility, Business Premium seats ($100/seat/mo annual, $125 monthly). Enterprise beta is off until an admin enables it.",
    "type": "Paid",
    "sourceUrl": "https://help.openai.com/en/articles/20001530-getting-started-with-your-dot",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "meta-muse",
    "grok-bot",
    "chatgpt-work",
    "claude",
    "manus",
    "lindy",
    "motion",
    "alexa-plus",
    "claude-duet",
    "perplexity-comet",
    "copilot-cowork",
    "google-gemini"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is Dots free?",
     "answer": "Not on a general free plan, per its pricing page. No standalone plan. First dot included with ChatGPT Pro ($100, $200 or $500/mo, users 18+) and, subject to eligibility, Business Premium seats ($100/seat/mo annual, $125 monthly). Enterprise beta is off until an admin enables it. (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does Dots cost?",
     "answer": "No standalone plan. First dot included with ChatGPT Pro ($100, $200 or $500/mo, users 18+) and, subject to eligibility, Business Premium seats ($100/seat/mo annual, $125 monthly). Enterprise beta is off until an admin enables it. (from help.openai.com/en/articles/20001530-getting-started-with-your-dot, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "What is Dots used for?",
     "answer": "Listed use cases: keep an ongoing project moving between conversations; watch connected apps and flag what needs you; message an agent from Slack or Microsoft Teams; scheduled checks and reminders.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to Dots?",
     "answer": "Other AI assistants in this directory: Muse (Meta), Grok Bot, ChatGPT Work (OpenAI), Claude (Anthropic). We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test Dots?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "grok-bot",
   "name": "Grok Bot",
   "officialUrl": "https://x.ai/bot",
   "page": "https://usewhichtool.com/tools/grok-bot",
   "markdown": "https://usewhichtool.com/tools/grok-bot.md",
   "categories": [
    {
     "id": "assistants",
     "name": "Assistants"
    }
   ],
   "verdict": "Best for running several agents that share a cloud computer, tools and files; the weekly pool is shared with Grok and Cursor.",
   "useCases": [
    "run several AI teammates in parallel",
    "sign in to web tools and work in them like a person",
    "turn a recorded browser workflow into a reusable skill",
    "hand off research, reporting or outreach"
   ],
   "strengths": [
    "Multiple Bots share one persistent cloud computer, so files and logins carry over between them",
    "Teach a task: record a browser workflow (up to 10 minutes) and the Bot drafts a skill from it",
    "Approvals and auto-review checks before sending, buying or deleting",
    "Desktop app for macOS, Windows and Linux, companion apps for iOS and Android (per docs)"
   ],
   "limitations": [
    "Not on the Free or $8 Plus plans; starts with Premium at $30/mo",
    "Usage comes from a weekly pool shared with Grok and Cursor",
    "All of your Bots share one computer, and xAI says not to treat separate Bots as a security boundary",
    "Legacy Privacy Mode is not supported"
   ],
   "pricing": {
    "summary": "Included with Premium $30/mo, Super $100/mo and Ultra $200/mo, plus Teams ($30+/user/mo) and Enterprise; not on Free or Plus ($8). Weekly usage pool shared with Grok and Cursor, with top-ups available. Taxes extra.",
    "type": "Paid",
    "sourceUrl": "https://x.ai/pricing",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "meta-muse",
    "openai-dots",
    "chatgpt-work",
    "claude",
    "manus",
    "lindy",
    "motion",
    "alexa-plus",
    "claude-duet",
    "perplexity-comet",
    "copilot-cowork",
    "google-gemini"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is Grok Bot free?",
     "answer": "Not on a general free plan, per its pricing page. Included with Premium $30/mo, Super $100/mo and Ultra $200/mo, plus Teams ($30+/user/mo) and Enterprise; not on Free or Plus ($8). Weekly usage pool shared with Grok and Cursor, with top-ups available. Taxes extra. (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does Grok Bot cost?",
     "answer": "Included with Premium $30/mo, Super $100/mo and Ultra $200/mo, plus Teams ($30+/user/mo) and Enterprise; not on Free or Plus ($8). Weekly usage pool shared with Grok and Cursor, with top-ups available. Taxes extra. (from x.ai/pricing, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "What is Grok Bot used for?",
     "answer": "Listed use cases: run several AI teammates in parallel; sign in to web tools and work in them like a person; turn a recorded browser workflow into a reusable skill; hand off research, reporting or outreach.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to Grok Bot?",
     "answer": "Other AI assistants in this directory: Muse (Meta), Dots (OpenAI), ChatGPT Work (OpenAI), Claude (Anthropic). We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test Grok Bot?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "chatgpt-work",
   "name": "ChatGPT Work (OpenAI)",
   "officialUrl": "https://openai.com/chatgpt-work/",
   "page": "https://usewhichtool.com/tools/chatgpt-work",
   "markdown": "https://usewhichtool.com/tools/chatgpt-work.md",
   "categories": [
    {
     "id": "assistants",
     "name": "Assistants"
    }
   ],
   "verdict": "Best for turning your tools and files into documents, presentations and web apps; the Free plan is desktop only, and usage is shared with Codex.",
   "useCases": [
    "multi-step tasks that end in a document, deck or analysis",
    "schedule recurring tasks",
    "work across connected apps and files",
    "browser tasks from the ChatGPT desktop app"
   ],
   "strengths": [
    "Replaces the retired ChatGPT agent mode for multi-step work",
    "Available on every ChatGPT plan in the macOS and Windows desktop apps",
    "Plan mode lays out the steps before work starts",
    "1,400+ plugins listed for connecting apps"
   ],
   "limitations": [
    "Free and Go get Work in the desktop app only; web and mobile need Plus or higher",
    "Plus and Business Standard have 5-hour and weekly usage windows; OpenAI estimates 5 to 45 GPT-6 Astra messages per 5 hours on Plus",
    "Work and Codex draw from the same allowance",
    "On personal plans you have to opt out of model training yourself in Data Controls"
   ],
   "pricing": {
    "summary": "Free plan includes Work in the desktop app; Go $8/mo; Plus $20/mo; Pro $100, $200 or $500/mo; Business $20/user/mo (2+ users, annual; $25 monthly). Work and Codex share one usage allowance; extra credits can be bought.",
    "type": "Free tier",
    "sourceUrl": "https://learn.chatgpt.com/docs/pricing",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "meta-muse",
    "openai-dots",
    "grok-bot",
    "claude",
    "manus",
    "lindy",
    "motion",
    "alexa-plus",
    "claude-duet",
    "perplexity-comet",
    "copilot-cowork",
    "google-gemini"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is ChatGPT Work free?",
     "answer": "Yes, it lists a free way to start. Free plan includes Work in the desktop app; Go $8/mo; Plus $20/mo; Pro $100, $200 or $500/mo; Business $20/user/mo (2+ users, annual; $25 monthly). Work and Codex share one usage allowance; extra credits can be bought. (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does ChatGPT Work cost?",
     "answer": "Free plan includes Work in the desktop app; Go $8/mo; Plus $20/mo; Pro $100, $200 or $500/mo; Business $20/user/mo (2+ users, annual; $25 monthly). Work and Codex share one usage allowance; extra credits can be bought. (from learn.chatgpt.com/docs/pricing, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "What is ChatGPT Work used for?",
     "answer": "Listed use cases: multi-step tasks that end in a document, deck or analysis; schedule recurring tasks; work across connected apps and files; browser tasks from the ChatGPT desktop app.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to ChatGPT Work?",
     "answer": "Other AI assistants in this directory: Muse (Meta), Dots (OpenAI), Grok Bot, Claude (Anthropic). We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test ChatGPT Work?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "claude",
   "name": "Claude (Anthropic)",
   "officialUrl": "https://claude.com/",
   "page": "https://usewhichtool.com/tools/claude",
   "markdown": "https://usewhichtool.com/tools/claude.md",
   "categories": [
    {
     "id": "assistants",
     "name": "Assistants"
    }
   ],
   "verdict": "Best for work on your own files and browser when you want to choose between approving each action and automated checks; local files and the browser need Claude Desktop open.",
   "useCases": [
    "hand off a report, spreadsheet or deck and come back later",
    "schedule recurring tasks that run in the cloud",
    "organize files on your computer",
    "browse and fill in forms through Claude Desktop or Claude in Chrome"
   ],
   "strengths": [
    "Chat and Cowork now merged into one Claude that picks the tools a task needs",
    "Longer tasks can keep running in the cloud after you close your laptop",
    "A permission setting lets Claude ask before each action (Manual) or run automated safety checks instead (Auto, the default on Pro, Max, Ultra and Team)",
    "Free plan available"
   ],
   "limitations": [
    "Computer use is in beta and limited to Pro, Max and Ultra",
    "Local files, the built-in browser and computer use need Claude Desktop open",
    "Every task counts toward plan usage limits",
    "Model training is opt-out on Free, Pro, Max and Ultra, per the pricing page"
   ],
   "pricing": {
    "summary": "Free $0; Pro $17/mo billed annually ($200 up front) or $20 monthly; Max $100/mo (5x Pro usage); Ultra $200/mo (10x Pro weekly usage, no 5-hour limit for verified accounts); Team Standard $20/seat annual ($25 monthly), Premium $100 annual ($125 monthly); Enterprise $20/seat plus usage.",
    "type": "Free tier",
    "sourceUrl": "https://claude.com/pricing",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "meta-muse",
    "openai-dots",
    "grok-bot",
    "chatgpt-work",
    "manus",
    "lindy",
    "motion",
    "alexa-plus",
    "claude-duet",
    "perplexity-comet",
    "copilot-cowork",
    "google-gemini"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is Claude free?",
     "answer": "Yes, it lists a free way to start. Free $0; Pro $17/mo billed annually ($200 up front) or $20 monthly; Max $100/mo (5x Pro usage); Ultra $200/mo (10x Pro weekly usage, no 5-hour limit for verified accounts); Team Standard $20/seat annual ($25 monthly), Premium $100 annual ($125 monthly); Enterprise $20/seat plus usage. (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does Claude cost?",
     "answer": "Free $0; Pro $17/mo billed annually ($200 up front) or $20 monthly; Max $100/mo (5x Pro usage); Ultra $200/mo (10x Pro weekly usage, no 5-hour limit for verified accounts); Team Standard $20/seat annual ($25 monthly), Premium $100 annual ($125 monthly); Enterprise $20/seat plus usage. (from claude.com/pricing, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "What is Claude used for?",
     "answer": "Listed use cases: hand off a report, spreadsheet or deck and come back later; schedule recurring tasks that run in the cloud; organize files on your computer; browse and fill in forms through Claude Desktop or Claude in Chrome.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to Claude?",
     "answer": "Other AI assistants in this directory: Muse (Meta), Dots (OpenAI), Grok Bot, ChatGPT Work (OpenAI). We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test Claude?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "manus",
   "name": "Manus",
   "officialUrl": "https://manus.im",
   "page": "https://usewhichtool.com/tools/manus",
   "markdown": "https://usewhichtool.com/tools/manus.md",
   "categories": [
    {
     "id": "assistants",
     "name": "Assistants"
    }
   ],
   "verdict": "Best for trying long tasks on free daily credits; monthly credits reset and go to zero if you cancel.",
   "useCases": [
    "research a topic and write a report",
    "build a website or slides from a prompt",
    "run many parallel research tasks",
    "schedule recurring tasks"
   ],
   "strengths": [
    "300 free refresh credits a day to try it",
    "Paid plans list up to 20 concurrent and 20 scheduled tasks",
    "Credits for tasks that fail on Manus's side are refunded, per the help center",
    "Web, desktop and mobile apps plus a Slack integration"
   ],
   "limitations": [
    "Monthly credits reset each billing cycle and do not roll over",
    "If you cancel, monthly credits drop to zero and add-on credits go inactive until you resubscribe",
    "Free daily credits cap at 1,500 a month and only work with Manus 2.0 lite",
    "Credit cost per task varies with complexity"
   ],
   "pricing": {
    "summary": "Free: 300 refresh credits daily; paid from $20/mo (4,000 credits/mo), $40/mo (8,000) and $200/mo (40,000), each plus 300 daily credits; annual billing saves 17%; Team and Enterprise plans available.",
    "type": "Free tier",
    "sourceUrl": "https://manus.im/pricing",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "meta-muse",
    "openai-dots",
    "grok-bot",
    "chatgpt-work",
    "claude",
    "lindy",
    "motion",
    "alexa-plus",
    "claude-duet",
    "perplexity-comet",
    "copilot-cowork",
    "google-gemini"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is Manus free?",
     "answer": "Yes, it lists a free way to start. Free: 300 refresh credits daily; paid from $20/mo (4,000 credits/mo), $40/mo (8,000) and $200/mo (40,000), each plus 300 daily credits; annual billing saves 17%; Team and Enterprise plans available. (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does Manus cost?",
     "answer": "Free: 300 refresh credits daily; paid from $20/mo (4,000 credits/mo), $40/mo (8,000) and $200/mo (40,000), each plus 300 daily credits; annual billing saves 17%; Team and Enterprise plans available. (from manus.im/pricing, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "What is Manus used for?",
     "answer": "Listed use cases: research a topic and write a report; build a website or slides from a prompt; run many parallel research tasks; schedule recurring tasks.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to Manus?",
     "answer": "Other AI assistants in this directory: Muse (Meta), Dots (OpenAI), Grok Bot, ChatGPT Work (OpenAI). We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test Manus?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "lindy",
   "name": "Lindy",
   "officialUrl": "https://www.lindy.ai",
   "page": "https://usewhichtool.com/tools/lindy",
   "markdown": "https://usewhichtool.com/tools/lindy.md",
   "categories": [
    {
     "id": "assistants",
     "name": "Assistants"
    }
   ],
   "verdict": "Best for teams that want an assistant in Slack and email that waits for approval on outside actions; every active user is billed.",
   "useCases": [
    "inbox triage and draft replies",
    "meeting scheduling, notes and follow-ups",
    "a Slack teammate for routine requests",
    "daily briefings"
   ],
   "strengths": [
    "$50 in free credits without a credit card",
    "Actions with outside impact wait for your approval, per its FAQ",
    "Pauses when credits run out instead of charging overages",
    "Says your data is never used to train models; lists SOC 2 and GDPR"
   ],
   "limitations": [
    "Free credits last 7 days",
    "Every active user is billed, including people who use it through Slack after a 7-day trial",
    "Monthly credits do not roll over (top-ups do)",
    "The feature list mentions Pro and Max plans that the plan table does not show, so confirm what your plan includes"
   ],
   "pricing": {
    "summary": "Trial: $50 in free credits for 7 days, no card. Team is billed per active user by monthly credit tier; Lindy's pricing page currently shows visitors one of two starting tiers, $29.99/mo for 3,000 credits or $49.99/mo for 5,000 credits. Top-ups $10 per 1,000 credits; Enterprise custom.",
    "type": "Free trial",
    "sourceUrl": "https://www.lindy.ai/pricing",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "meta-muse",
    "openai-dots",
    "grok-bot",
    "chatgpt-work",
    "claude",
    "manus",
    "motion",
    "alexa-plus",
    "claude-duet",
    "perplexity-comet",
    "copilot-cowork",
    "google-gemini"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is Lindy free?",
     "answer": "It lists a free trial, not a permanent free plan. Trial: $50 in free credits for 7 days, no card. Team is billed per active user by monthly credit tier; Lindy's pricing page currently shows visitors one of two starting tiers, $29.99/mo for 3,000 credits or $49.99/mo for 5,000 credits. Top-ups $10 per 1,000 credits; Enterprise custom. (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does Lindy cost?",
     "answer": "Trial: $50 in free credits for 7 days, no card. Team is billed per active user by monthly credit tier; Lindy's pricing page currently shows visitors one of two starting tiers, $29.99/mo for 3,000 credits or $49.99/mo for 5,000 credits. Top-ups $10 per 1,000 credits; Enterprise custom. (from www.lindy.ai/pricing, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "What is Lindy used for?",
     "answer": "Listed use cases: inbox triage and draft replies; meeting scheduling, notes and follow-ups; a Slack teammate for routine requests; daily briefings.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to Lindy?",
     "answer": "Other AI assistants in this directory: Muse (Meta), Dots (OpenAI), Grok Bot, ChatGPT Work (OpenAI). We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test Lindy?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "motion",
   "name": "Motion",
   "officialUrl": "https://www.usemotion.com",
   "page": "https://usewhichtool.com/tools/motion",
   "markdown": "https://usewhichtool.com/tools/motion.md",
   "categories": [
    {
     "id": "assistants",
     "name": "Assistants"
    }
   ],
   "verdict": "Best for planning your week with calendar scheduling; trials bill unless you cancel.",
   "useCases": [
    "plan tasks onto your calendar automatically",
    "turn meeting notes into tasks",
    "run projects and docs with an AI chat",
    "plan team capacity"
   ],
   "strengths": [
    "Calendar, tasks, projects and docs in one app",
    "iOS, Android and desktop apps",
    "AI credits included with each seat"
   ],
   "limitations": [
    "No free plan on the pricing page; per its terms, a trial bills automatically unless you cancel",
    "The lower listed prices need annual billing",
    "Team seats are sold in bundles (for example, 6 people need a 10-seat plan)",
    "AI credits reset each billing cycle and do not carry over"
   ],
   "pricing": {
    "summary": "Individuals: Pro AI $29/mo annual or $49 monthly (7,500 AI credits/mo); Business AI $39/mo annual or $69 monthly (15,000 credits). Teams: $19 or $29 per seat/mo annual ($29 or $49 monthly). Free trial available.",
    "type": "Free trial",
    "sourceUrl": "https://www.usemotion.com/pricing",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "meta-muse",
    "openai-dots",
    "grok-bot",
    "chatgpt-work",
    "claude",
    "manus",
    "lindy",
    "alexa-plus",
    "claude-duet",
    "perplexity-comet",
    "copilot-cowork",
    "google-gemini"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is Motion free?",
     "answer": "It lists a free trial, not a permanent free plan. Individuals: Pro AI $29/mo annual or $49 monthly (7,500 AI credits/mo); Business AI $39/mo annual or $69 monthly (15,000 credits). Teams: $19 or $29 per seat/mo annual ($29 or $49 monthly). Free trial available. (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does Motion cost?",
     "answer": "Individuals: Pro AI $29/mo annual or $49 monthly (7,500 AI credits/mo); Business AI $39/mo annual or $69 monthly (15,000 credits). Teams: $19 or $29 per seat/mo annual ($29 or $49 monthly). Free trial available. (from www.usemotion.com/pricing, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "What is Motion used for?",
     "answer": "Listed use cases: plan tasks onto your calendar automatically; turn meeting notes into tasks; run projects and docs with an AI chat; plan team capacity.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to Motion?",
     "answer": "Other AI assistants in this directory: Muse (Meta), Dots (OpenAI), Grok Bot, ChatGPT Work (OpenAI). We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test Motion?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "alexa-plus",
   "name": "Alexa+ (Amazon)",
   "officialUrl": "https://www.aboutamazon.com/news/devices/alexa-plus-available-free-prime-members-us",
   "page": "https://usewhichtool.com/tools/alexa-plus",
   "markdown": "https://usewhichtool.com/tools/alexa-plus.md",
   "categories": [
    {
     "id": "assistants",
     "name": "Assistants"
    }
   ],
   "verdict": "Best for Prime households that want errands like takeout, reservations and rides done by voice; check approvals yourself, since Amazon's pages do not describe them.",
   "useCases": [
    "order takeout or book a restaurant table by voice",
    "book a ride or schedule a home repair",
    "add events to a shared family calendar",
    "chat with Alexa on the web or in the Alexa app"
   ],
   "strengths": [
    "Included with Amazon Prime at no extra cost in the US",
    "Free text chat at Alexa.com and in the Alexa app, with usage limits",
    "Amazon lists ordering takeout, restaurant reservations, rides and home repair bookings among what it can do",
    "Works on Alexa-enabled devices, at Alexa.com and in the Alexa app"
   ],
   "limitations": [
    "Amazon lists it in the US and 10 more countries, most through an Early Access program, plus Early Access in India and, since Oct 29, 2026, Japan",
    "Without Prime it costs $19.99/mo",
    "Echo devices need Prime or the Standard plan; the free tier runs the original Alexa on Echo",
    "The pages we checked do not describe how it asks before it acts"
   ],
   "pricing": {
    "summary": "Free text chat with limited daily usage; included with Amazon Prime in the US; Standard $19.99/mo without Prime. Prices differ in other countries.",
    "type": "Free tier",
    "sourceUrl": "https://www.amazon.com/dp/B0DCCNHWV5",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "meta-muse",
    "openai-dots",
    "grok-bot",
    "chatgpt-work",
    "claude",
    "manus",
    "lindy",
    "motion",
    "claude-duet",
    "perplexity-comet",
    "copilot-cowork",
    "google-gemini"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is Alexa+ free?",
     "answer": "Yes, it lists a free way to start. Free text chat with limited daily usage; included with Amazon Prime in the US; Standard $19.99/mo without Prime. Prices differ in other countries. (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does Alexa+ cost?",
     "answer": "Free text chat with limited daily usage; included with Amazon Prime in the US; Standard $19.99/mo without Prime. Prices differ in other countries. (from www.amazon.com/dp/B0DCCNHWV5, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "What is Alexa+ used for?",
     "answer": "Listed use cases: order takeout or book a restaurant table by voice; book a ride or schedule a home repair; add events to a shared family calendar; chat with Alexa on the web or in the Alexa app.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to Alexa+?",
     "answer": "Other AI assistants in this directory: Muse (Meta), Dots (OpenAI), Grok Bot, ChatGPT Work (OpenAI). We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test Alexa+?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "claude-duet",
   "name": "Claude Duet (Anthropic)",
   "officialUrl": "https://claude.com/product/claude-duet",
   "page": "https://usewhichtool.com/tools/claude-duet",
   "markdown": "https://usewhichtool.com/tools/claude-duet.md",
   "categories": [
    {
     "id": "assistants",
     "name": "Assistants"
    }
   ],
   "verdict": "Best for US Claude Pro, Max or Ultra subscribers who want morning briefs and check-ins; it is a waitlisted research preview that shares your Claude limits.",
   "useCases": [
    "get a morning brief of what needs your attention",
    "let an agent watch your connected accounts and flag what matters",
    "hand off tasks that keep running while you are away",
    "approve drafted replies before they are sent"
   ],
   "strengths": [
    "Proactive: checks your connected accounts and messages you when something needs you",
    "Works on its own computer in the cloud using the apps you connect",
    "Asks before sensitive steps such as sending messages or paying",
    "Standalone app for iOS and Android, plus claude.ai on a computer"
   ],
   "limitations": [
    "Research preview with a waitlist, for Claude Pro, Max and Ultra subscribers in the US only",
    "Team and Enterprise plans are not included yet",
    "Shares your Claude plan's usage limits, and background checks count toward them",
    "Anthropic says it may misread a thread or misjudge what is urgent"
   ],
   "pricing": {
    "summary": "No separate price: part of a Claude Pro plan ($17/mo billed annually or $20 monthly) Max ($100/mo) or Ultra ($200/mo), US only, by waitlist. Uses the same usage limits as the rest of Claude.",
    "type": "Paid",
    "sourceUrl": "https://claude.com/product/claude-duet",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "meta-muse",
    "openai-dots",
    "grok-bot",
    "chatgpt-work",
    "claude",
    "manus",
    "lindy",
    "motion",
    "alexa-plus",
    "perplexity-comet",
    "copilot-cowork",
    "google-gemini"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is Claude Duet free?",
     "answer": "Not on a general free plan, per its pricing page. No separate price: part of a Claude Pro plan ($17/mo billed annually or $20 monthly) Max ($100/mo) or Ultra ($200/mo), US only, by waitlist. Uses the same usage limits as the rest of Claude. (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does Claude Duet cost?",
     "answer": "No separate price: part of a Claude Pro plan ($17/mo billed annually or $20 monthly) Max ($100/mo) or Ultra ($200/mo), US only, by waitlist. Uses the same usage limits as the rest of Claude. (from claude.com/product/claude-duet, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "What is Claude Duet used for?",
     "answer": "Listed use cases: get a morning brief of what needs your attention; let an agent watch your connected accounts and flag what matters; hand off tasks that keep running while you are away; approve drafted replies before they are sent.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to Claude Duet?",
     "answer": "Other AI assistants in this directory: Muse (Meta), Dots (OpenAI), Grok Bot, ChatGPT Work (OpenAI). We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test Claude Duet?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "perplexity-comet",
   "name": "Comet (Perplexity)",
   "officialUrl": "https://www.perplexity.ai/comet",
   "page": "https://usewhichtool.com/tools/perplexity-comet",
   "markdown": "https://usewhichtool.com/tools/perplexity-comet.md",
   "categories": [
    {
     "id": "assistants",
     "name": "Assistants"
    }
   ],
   "verdict": "Best for an assistant inside a free browser; agent work in Work mode runs on paid credits.",
   "useCases": [
    "have a browser assistant work through web pages for you",
    "draft an email reply from the browser",
    "shop for something, like an office chair",
    "use one assistant across desktop and phone browsers"
   ],
   "strengths": [
    "Free browser, and Perplexity says the free version of Perplexity will always include Comet",
    "Available for Mac, Windows, iOS and Android",
    "Comet is itself a web browser, with the assistant built in",
    "Max adds the highest weekly limit on browser agent queries"
   ],
   "limitations": [
    "Higher agent limits sit behind Pro or Max",
    "The pages we checked do not describe approval steps before it acts",
    "Perplexity's pricing page shows Pro only as $17/mo billed annually; we could not confirm a monthly price",
    "Not to be confused with Comet ML, the machine learning tracking platform"
   ],
   "pricing": {
    "summary": "Free $0, with Comet included; Pro $17/mo billed annually; Max $167/mo billed annually or $200 monthly ($2,000 a year).",
    "type": "Free tier",
    "sourceUrl": "https://www.perplexity.ai/hub/pricing",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "meta-muse",
    "openai-dots",
    "grok-bot",
    "chatgpt-work",
    "claude",
    "manus",
    "lindy",
    "motion",
    "alexa-plus",
    "claude-duet",
    "copilot-cowork",
    "google-gemini"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is Comet free?",
     "answer": "Yes, it lists a free way to start. Free $0, with Comet included; Pro $17/mo billed annually; Max $167/mo billed annually or $200 monthly ($2,000 a year). (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does Comet cost?",
     "answer": "Free $0, with Comet included; Pro $17/mo billed annually; Max $167/mo billed annually or $200 monthly ($2,000 a year). (from www.perplexity.ai/hub/pricing, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "What is Comet used for?",
     "answer": "Listed use cases: have a browser assistant work through web pages for you; draft an email reply from the browser; shop for something, like an office chair; use one assistant across desktop and phone browsers.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to Comet?",
     "answer": "Other AI assistants in this directory: Muse (Meta), Dots (OpenAI), Grok Bot, ChatGPT Work (OpenAI). We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test Comet?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "copilot-cowork",
   "name": "Copilot Cowork (Microsoft)",
   "officialUrl": "https://support.microsoft.com/en-us/microsoft-365-copilot/get-started-with-cowork",
   "page": "https://usewhichtool.com/tools/copilot-cowork",
   "markdown": "https://usewhichtool.com/tools/copilot-cowork.md",
   "categories": [
    {
     "id": "assistants",
     "name": "Assistants"
    }
   ],
   "verdict": "Best for Microsoft 365 Premium or Pro subscribers; Personal and Family plans lose access, and it is still a preview.",
   "useCases": [
    "draft and send email and schedule meetings",
    "create Word, Excel and PowerPoint files from a request",
    "get daily briefings and run scheduled prompts",
    "work through browser tasks you can stop or take over"
   ],
   "strengths": [
    "Creates Word, Excel and PowerPoint files and manages files in OneDrive",
    "Asks you to review and approve sensitive actions before they happen",
    "Cowork mobile app, plus the web and the Copilot desktop app",
    "Copilot Tasks is moving into Cowork for personal Microsoft 365 plans"
   ],
   "limitations": [
    "Preview for personal accounts",
    "Needs Microsoft 365 Premium or Pro; Microsoft says Personal and Family subscribers lose access to Cowork",
    "On Premium and Pro, the AI features are for the subscription owner only",
    "Pages for work accounts describe different features; check you are reading the personal version"
   ],
   "pricing": {
    "summary": "Needs Microsoft 365 Premium ($19.99/mo) or Pro ($99.99/mo). Cowork is a Premium or Pro feature in preview.",
    "type": "Paid",
    "sourceUrl": "https://support.microsoft.com/en-us/microsoft-365-copilot/learning/changes-microsoft-copilot-app",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "meta-muse",
    "openai-dots",
    "grok-bot",
    "chatgpt-work",
    "claude",
    "manus",
    "lindy",
    "motion",
    "alexa-plus",
    "claude-duet",
    "perplexity-comet",
    "google-gemini"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is Copilot Cowork free?",
     "answer": "Not on a general free plan, per its pricing page. Needs Microsoft 365 Premium ($19.99/mo) or Pro ($99.99/mo). Cowork is a Premium or Pro feature in preview. (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does Copilot Cowork cost?",
     "answer": "Needs Microsoft 365 Premium ($19.99/mo) or Pro ($99.99/mo). Cowork is a Premium or Pro feature in preview. (from support.microsoft.com/en-us/microsoft-365-copilot/learning/changes-microsoft-copilot-app, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "What is Copilot Cowork used for?",
     "answer": "Listed use cases: draft and send email and schedule meetings; create Word, Excel and PowerPoint files from a request; get daily briefings and run scheduled prompts; work through browser tasks you can stop or take over.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to Copilot Cowork?",
     "answer": "Other AI assistants in this directory: Muse (Meta), Dots (OpenAI), Grok Bot, ChatGPT Work (OpenAI). We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test Copilot Cowork?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  },
  {
   "id": "google-gemini",
   "name": "Gemini (Google)",
   "officialUrl": "https://gemini.google.com/",
   "page": "https://usewhichtool.com/tools/google-gemini",
   "markdown": "https://usewhichtool.com/tools/google-gemini.md",
   "categories": [
    {
     "id": "assistants",
     "name": "Assistants"
    }
   ],
   "verdict": "Best for Google AI Pro or Ultra subscribers who want background tasks with apps like Instacart and OpenTable; not offered in the EEA, Nigeria, Switzerland or the UK.",
   "useCases": [
    "switch a chat to a task that keeps running in the background",
    "run tasks on a schedule",
    "order groceries or book tables through connected apps",
    "let Gemini browse in Chrome and confirm sensitive steps"
   ],
   "strengths": [
    "Task toggle in the main chat; tasks keep working when you are away from your computer",
    "Connects to more than 40 apps, including Instacart and OpenTable",
    "Works in a local or remote browser, and asks you to take over certain actions",
    "Up to 15 tasks at once; mobile app, Mac app and the web"
   ],
   "limitations": [
    "Tasks need Google AI Pro or Ultra, a personal Google Account and age 18+",
    "Not available in the EEA, Nigeria, Switzerland or the UK",
    "Google calls tasks experimental, and usage has compute based limits",
    "Google's plan page and help article differ on which plans get tasks"
   ],
   "pricing": {
    "summary": "Free $0 (no tasks); Google AI Plus $4.99/mo; Google AI Pro $19.99/mo; Google AI Ultra $99.99/mo or $199.99/mo. Tasks need Pro or Ultra, per Google's help center.",
    "type": "Free tier",
    "sourceUrl": "https://gemini.google/subscriptions/",
    "verifiedDate": "2026-11-03"
   },
   "status": null,
   "alternatives": [
    "meta-muse",
    "openai-dots",
    "grok-bot",
    "chatgpt-work",
    "claude",
    "manus",
    "lindy",
    "motion",
    "alexa-plus",
    "claude-duet",
    "perplexity-comet",
    "copilot-cowork"
   ],
   "lastChecked": "2026-11-03",
   "answers": [
    {
     "question": "Is Gemini free?",
     "answer": "Yes, it lists a free way to start. Free $0 (no tasks); Google AI Plus $4.99/mo; Google AI Pro $19.99/mo; Google AI Ultra $99.99/mo or $199.99/mo. Tasks need Pro or Ultra, per Google's help center. (official pricing page, checked 2026-11-03)",
     "sources": []
    },
    {
     "question": "How much does Gemini cost?",
     "answer": "Free $0 (no tasks); Google AI Plus $4.99/mo; Google AI Pro $19.99/mo; Google AI Ultra $99.99/mo or $199.99/mo. Tasks need Pro or Ultra, per Google's help center. (from gemini.google/subscriptions/, checked 2026-11-03).",
     "sources": []
    },
    {
     "question": "What is Gemini used for?",
     "answer": "Listed use cases: switch a chat to a task that keeps running in the background; run tasks on a schedule; order groceries or book tables through connected apps; let Gemini browse in Chrome and confirm sensitive steps.",
     "sources": []
    },
    {
     "question": "What are the best alternatives to Gemini?",
     "answer": "Other AI assistants in this directory: Muse (Meta), Dots (OpenAI), Grok Bot, ChatGPT Work (OpenAI). We list them in data order, not ranked.",
     "sources": []
    },
    {
     "question": "Did you test Gemini?",
     "answer": "No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.",
     "sources": []
    }
   ]
  }
 ]
}
