{
  "title": "AI Coding Agents Ranking (Oct 2026)",
  "checked": "2026-10-21",
  "timezone": "Asia/Shanghai",
  "ordering": "1) Terminal-Bench 4.0 product score where the product has an entry; 2) then best LMArena WebDev Elo of a model the product verifiably offers (MODEL score, not product score); 3) then products with no citable score, alphabetical. No composite score of our own.",
  "leaderboards": {
    "terminal_bench_4": {
      "name": "Terminal-Bench 4.0",
      "url": "https://www.tbench.ai/",
      "level": "product (agent + model)",
      "as_of": "board updated 2026-10-06T23:20Z (2026-10-07 07:20 Beijing time)",
      "checked": "2026-10-21",
      "auto_fetch": "GET https://www.tbench.ai/ and parse the JSON rows embedded in the page (fields metadata.agent_display.label, model_display.label, metrics.accuracy). The GitHub repo laude-institute/terminal-bench (leaderboard/leaderboard.yaml) is a possible alternative, not tested today."
    },
    "webdev_arena": {
      "name": "LMArena WebDev",
      "url": "https://lmarena.ai/leaderboard/webdev",
      "level": "model",
      "as_of": "2026-10-19 (903,893 votes, 149 models)",
      "checked": "2026-10-21",
      "auto_fetch": "Plain curl gets HTTP 403 (bot protection); WebFetch works. For a daily job use a headless browser or WebFetch-style fetch; a public JSON API is not confirmed. Hugging Face Space lmarena-ai/lmarena-leaderboard responds (200) but its data freshness was not checked."
    },
    "swe_bench": {
      "name": "SWE-bench (Verified / Bash Only)",
      "url": "https://www.swebench.com/",
      "level": "model + scaffold",
      "as_of": "newest entry dated 2026-02-26: STALE, no 2026 frontier models",
      "checked": "2026-10-21",
      "auto_fetch": "JSON at https://raw.githubusercontent.com/SWE-bench/swe-bench.github.io/master/data/leaderboards.json (key leaderboards[].results[], field resolved); the same data is embedded in swebench.com."
    },
    "aider_polyglot": {
      "name": "Aider Polyglot",
      "url": "https://aider.chat/docs/leaderboards/",
      "level": "model",
      "as_of": "newest entry dated 2025-10-03: STALE",
      "checked": "2026-10-21",
      "auto_fetch": "YAML at https://raw.githubusercontent.com/Aider-AI/aider/main/aider/website/_data/polyglot_leaderboard.yml (field pass_rate_2)."
    }
  },
  "caveats": [
    "SWE-bench and Aider Polyglot public data are stale (latest Feb 2026 / Oct 2025) and contain none of the models these products currently ship, so they are cited but not used for ordering",
    "Model scores describe the underlying model, not the product's harness",
    "No hands-on testing"
  ],
  "tools": [
    {
      "name": "Claude Code",
      "vendor": "Anthropic",
      "status": {
        "value": "Active",
        "source": "https://code.claude.com/docs/en/claude-code-on-the-web",
        "checked": "2026-10-21"
      },
      "free_tier": {
        "value": false,
        "source": "https://claude.com/pricing",
        "checked": "2026-10-21",
        "note": "Claude Code listed from Pro; not in Free"
      },
      "entry_paid_usd": {
        "value": 20,
        "source": "https://claude.com/pricing",
        "checked": "2026-10-21",
        "note": "Pro $20/mo or $17/mo annual; Max from $100/mo"
      },
      "tiers": {
        "value": "Free $0 (no Claude Code) · Pro $20 ($17 annual) incl. Claude Code · Max from $100 · Team/Enterprise",
        "source": "https://claude.com/pricing",
        "checked": "2026-10-21"
      },
      "local": {
        "value": true,
        "source": "https://code.claude.com/docs/en/setup",
        "checked": "2026-10-21"
      },
      "cloud": {
        "value": true,
        "source": "https://code.claude.com/docs/en/claude-code-on-the-web",
        "checked": "2026-10-21"
      },
      "mobile": {
        "value": "Yes: Claude app Code tab (cloud), Remote Control, Dispatch",
        "source": "https://code.claude.com/docs/en/mobile",
        "checked": "2026-10-21"
      },
      "repo_required": {
        "value": "Cloud sessions: yes (GitHub repo). Local: no",
        "source": "https://code.claude.com/docs/en/web-quickstart",
        "checked": "2026-10-21"
      },
      "models": {
        "value": "Anthropic Claude models",
        "source": "Unverified",
        "checked": "2026-10-21",
        "note": "Third-party models listed on Terminal-Bench (e.g. GLM-5.3) imply API redirection, not verified on official docs"
      },
      "tb4": {
        "value": 64.85,
        "source": "https://www.tbench.ai/",
        "checked": "2026-10-21",
        "note": "Opus 5.5 (max), 2026-09-22, 214/330 trials, ±3.1; parsed from leaderboard data embedded in tbench.ai"
      },
      "model_score_webdev": {
        "value": {
          "model": "Claude Opus 5.5 (Max)",
          "elo": 1807,
          "basis": "Opus 5.5 used with Claude Code on Terminal-Bench"
        },
        "source": "https://lmarena.ai/leaderboard/webdev",
        "checked": "2026-10-21"
      },
      "affiliate": false,
      "order": 1,
      "order_display": "1"
    },
    {
      "name": "OpenAI Codex",
      "vendor": "OpenAI",
      "status": {
        "value": "Active",
        "source": "https://developers.openai.com/codex/cloud",
        "checked": "2026-10-21"
      },
      "free_tier": {
        "value": true,
        "source": "https://developers.openai.com/codex/pricing",
        "checked": "2026-10-21",
        "note": "Codex included in ChatGPT Free, Go, Plus, Pro, Business, Edu, Enterprise"
      },
      "entry_paid_usd": {
        "value": 20,
        "source": "https://developers.openai.com/codex/pricing",
        "checked": "2026-10-21",
        "note": "Plus $20 per guide; Go price not shown on Codex page"
      },
      "tiers": {
        "value": "Included in ChatGPT Free/Go/Plus/Pro/Business/Edu/Enterprise; Plus $20 (Go price Unverified)",
        "source": "https://developers.openai.com/codex/pricing",
        "checked": "2026-10-21"
      },
      "local": {
        "value": true,
        "source": "https://developers.openai.com/codex/pricing",
        "checked": "2026-10-21",
        "note": "CLI and IDE"
      },
      "cloud": {
        "value": true,
        "source": "https://developers.openai.com/codex/cloud",
        "checked": "2026-10-21"
      },
      "mobile": {
        "value": "Yes: ChatGPT mobile / iOS",
        "source": "https://developers.openai.com/codex/cloud",
        "checked": "2026-10-21"
      },
      "repo_required": {
        "value": "Cloud: yes (GitHub). CLI: no",
        "source": "https://developers.openai.com/codex/cloud",
        "checked": "2026-10-21"
      },
      "models": {
        "value": "OpenAI models",
        "source": "Unverified",
        "checked": "2026-10-21"
      },
      "tb4": {
        "value": 58.18,
        "source": "https://www.tbench.ai/",
        "checked": "2026-10-21",
        "note": "GPT-6 Astra (max) 2026-09-03 and GPT-6.1 Sol (max) 2026-09-29 tie; parsed from tbench.ai"
      },
      "model_score_webdev": {
        "value": {
          "model": "GPT-6 Astra (Max)",
          "elo": 1774,
          "basis": "GPT-6 Astra used with Codex on Terminal-Bench"
        },
        "source": "https://lmarena.ai/leaderboard/webdev",
        "checked": "2026-10-21"
      },
      "affiliate": false,
      "order": 2,
      "order_display": "2"
    },
    {
      "name": "Kiro",
      "vendor": "AWS",
      "status": {
        "value": "Active",
        "source": "https://kiro.dev/pricing/",
        "checked": "2026-10-21"
      },
      "free_tier": {
        "value": true,
        "source": "https://kiro.dev/pricing/",
        "checked": "2026-10-21",
        "note": "50 credits; Sonnet 4.5 + open-weight models, rate limited"
      },
      "entry_paid_usd": {
        "value": 20,
        "source": "https://kiro.dev/pricing/",
        "checked": "2026-10-21"
      },
      "tiers": {
        "value": "Free · Pro $20 · Pro+ $40 · Pro Max $100 · Power $200; add-on $0.04/credit",
        "source": "https://kiro.dev/pricing/",
        "checked": "2026-10-21"
      },
      "local": {
        "value": true,
        "source": "https://kiro.dev/pricing/",
        "checked": "2026-10-21",
        "note": "IDE, CLI"
      },
      "cloud": {
        "value": true,
        "source": "https://kiro.dev/pricing/",
        "checked": "2026-10-21",
        "note": "Kiro Web, paid plans"
      },
      "mobile": {
        "value": "Unverified",
        "source": "https://kiro.dev/pricing/",
        "checked": "2026-10-21",
        "note": "Kiro Web exists; mobile use not confirmed"
      },
      "repo_required": {
        "value": "Unverified",
        "source": "https://kiro.dev/pricing/",
        "checked": "2026-10-21"
      },
      "models": {
        "value": "Auto, GPT-5.6, Claude Opus 5/Sonnet 5 etc., DeepSeek, MiniMax, GLM-5, Qwen3 Coder",
        "source": "https://kiro.dev/pricing/",
        "checked": "2026-10-21"
      },
      "tb4": {
        "value": null,
        "source": "https://www.tbench.ai/",
        "checked": "2026-10-21",
        "note": "No entry"
      },
      "extra": {
        "value": "Amazon Q Developer status not checked today",
        "source": "Unverified",
        "checked": "2026-10-21"
      },
      "model_score_webdev": {
        "value": {
          "model": "Claude Opus 5 (Max)",
          "elo": 1689,
          "basis": "Opus 5 listed for paid plans on kiro.dev/pricing"
        },
        "source": "https://lmarena.ai/leaderboard/webdev",
        "checked": "2026-10-21"
      },
      "affiliate": false,
      "order": 3,
      "order_display": "3"
    },
    {
      "name": "Gemini CLI / Antigravity CLI",
      "vendor": "Google",
      "status": {
        "value": "Gemini CLI replaced by Antigravity CLI for unpaid & Google One users on 2026-06-18",
        "source": "https://geminicli.com/",
        "checked": "2026-10-21"
      },
      "free_tier": {
        "value": "Unverified",
        "source": "https://geminicli.com/",
        "checked": "2026-10-21",
        "note": "Free tier now via Antigravity CLI; limits not verified (third-party says 1,000 req/day, not official)"
      },
      "entry_paid_usd": {
        "value": "Unverified",
        "source": "https://geminicli.com/",
        "checked": "2026-10-21"
      },
      "tiers": {
        "value": "Unverified",
        "source": "https://geminicli.com/",
        "checked": "2026-10-21"
      },
      "local": {
        "value": true,
        "source": "https://geminicli.com/",
        "checked": "2026-10-21",
        "note": "Terminal"
      },
      "cloud": {
        "value": false,
        "source": "https://geminicli.com/",
        "checked": "2026-10-21",
        "note": "Cloud agent is Jules (separate)"
      },
      "mobile": {
        "value": "No (terminal tool)",
        "source": "https://geminicli.com/",
        "checked": "2026-10-21"
      },
      "repo_required": {
        "value": "No",
        "source": "https://geminicli.com/",
        "checked": "2026-10-21"
      },
      "models": {
        "value": "Gemini 3 (Gemini 4 Argon needs Antigravity)",
        "source": "https://geminicli.com/",
        "checked": "2026-10-21"
      },
      "tb4": {
        "value": null,
        "source": "https://www.tbench.ai/",
        "checked": "2026-10-21",
        "note": "No Gemini CLI/Antigravity entry; Google's self-reported 57.4% for Gemini 4 Argon names no harness"
      },
      "model_score_webdev": {
        "value": {
          "model": "Gemini 3 Pro",
          "elo": 1440,
          "basis": "geminicli.com says 'Gemini 3' (exact variant not named; Gemini 3 Pro assumed)"
        },
        "source": "https://lmarena.ai/leaderboard/webdev",
        "checked": "2026-10-21"
      },
      "affiliate": false,
      "order": 4,
      "order_display": "=4"
    },
    {
      "name": "Jules",
      "vendor": "Google",
      "status": {
        "value": "Active",
        "source": "https://jules.google/",
        "checked": "2026-10-21"
      },
      "free_tier": {
        "value": true,
        "source": "https://jules.google/",
        "checked": "2026-10-21",
        "note": "15 tasks/day, 3 concurrent, Gemini 2.5 Pro"
      },
      "entry_paid_usd": {
        "value": "Unverified",
        "source": "https://jules.google/",
        "checked": "2026-10-21",
        "note": "Paid tiers (100 and 300 tasks/day) shown without prices"
      },
      "tiers": {
        "value": "Free 15 tasks/day · tier 100 tasks/day · tier 300 tasks/day (prices not shown)",
        "source": "https://jules.google/",
        "checked": "2026-10-21"
      },
      "local": {
        "value": false,
        "source": "https://jules.google/",
        "checked": "2026-10-21"
      },
      "cloud": {
        "value": true,
        "source": "https://jules.google/",
        "checked": "2026-10-21",
        "note": "Cloud VM"
      },
      "mobile": {
        "value": "Unverified",
        "source": "https://jules.google/",
        "checked": "2026-10-21"
      },
      "repo_required": {
        "value": "Yes (GitHub repo + branch)",
        "source": "https://jules.google/",
        "checked": "2026-10-21"
      },
      "models": {
        "value": "Gemini 2.5 Pro / Gemini 3 Pro",
        "source": "https://jules.google/",
        "checked": "2026-10-21"
      },
      "tb4": {
        "value": null,
        "source": "https://www.tbench.ai/",
        "checked": "2026-10-21",
        "note": "No entry"
      },
      "model_score_webdev": {
        "value": {
          "model": "Gemini 3 Pro",
          "elo": 1440,
          "basis": "jules.google names Gemini 3 Pro"
        },
        "source": "https://lmarena.ai/leaderboard/webdev",
        "checked": "2026-10-21"
      },
      "affiliate": false,
      "order": 4,
      "order_display": "=4"
    },
    {
      "name": "Aider",
      "vendor": "Open source",
      "status": {
        "value": "Active",
        "source": "https://aider.chat/docs/leaderboards/",
        "checked": "2026-10-21"
      },
      "free_tier": {
        "value": true,
        "source": "https://aider.chat/",
        "checked": "2026-10-21",
        "note": "Open source; pay your model provider"
      },
      "entry_paid_usd": {
        "value": 0,
        "source": "https://aider.chat/",
        "checked": "2026-10-21"
      },
      "tiers": {
        "value": "Free (BYOK)",
        "source": "https://aider.chat/",
        "checked": "2026-10-21"
      },
      "local": {
        "value": true,
        "source": "https://aider.chat/",
        "checked": "2026-10-21",
        "note": "Terminal"
      },
      "cloud": {
        "value": false,
        "source": "https://aider.chat/",
        "checked": "2026-10-21"
      },
      "mobile": {
        "value": "No",
        "source": "https://aider.chat/",
        "checked": "2026-10-21"
      },
      "repo_required": {
        "value": "No (git integration optional)",
        "source": "https://aider.chat/docs/leaderboards/",
        "checked": "2026-10-21"
      },
      "models": {
        "value": "Any (OpenAI, Anthropic, Gemini, DeepSeek, Ollama, OpenRouter…)",
        "source": "https://aider.chat/docs/leaderboards/",
        "checked": "2026-10-21"
      },
      "tb4": {
        "value": null,
        "source": "https://www.tbench.ai/",
        "checked": "2026-10-21",
        "note": "No entry; Aider publishes its own model-level Polyglot leaderboard"
      },
      "model_score_webdev": {
        "value": "Depends on chosen model (multi-vendor/BYOK); specific models not named on official page",
        "source": "https://lmarena.ai/leaderboard/webdev",
        "checked": "2026-10-21"
      },
      "affiliate": false,
      "order": 6,
      "order_display": "unranked"
    },
    {
      "name": "Cline",
      "vendor": "Cline",
      "status": {
        "value": "Active",
        "source": "https://cline.bot/pricing",
        "checked": "2026-10-21"
      },
      "free_tier": {
        "value": true,
        "source": "https://cline.bot/pricing",
        "checked": "2026-10-21",
        "note": "Open-source extension free; pay inference or BYOK"
      },
      "entry_paid_usd": {
        "value": 0,
        "source": "https://cline.bot/pricing",
        "checked": "2026-10-21",
        "note": "No subscription; inference billed by usage"
      },
      "tiers": {
        "value": "Open Source free · Enterprise (custom)",
        "source": "https://cline.bot/pricing",
        "checked": "2026-10-21"
      },
      "local": {
        "value": true,
        "source": "https://cline.bot/pricing",
        "checked": "2026-10-21",
        "note": "VS Code, CLI"
      },
      "cloud": {
        "value": false,
        "source": "https://cline.bot/pricing",
        "checked": "2026-10-21"
      },
      "mobile": {
        "value": "No",
        "source": "https://cline.bot/pricing",
        "checked": "2026-10-21"
      },
      "repo_required": {
        "value": "No",
        "source": "https://cline.bot/pricing",
        "checked": "2026-10-21"
      },
      "models": {
        "value": "Any (BYOK: Anthropic, Gemini, OpenAI, OpenRouter, Bedrock, Vertex, DeepSeek…)",
        "source": "https://cline.bot/pricing",
        "checked": "2026-10-21"
      },
      "tb4": {
        "value": null,
        "source": "https://www.tbench.ai/",
        "checked": "2026-10-21",
        "note": "No entry"
      },
      "model_score_webdev": {
        "value": "Depends on chosen model (multi-vendor/BYOK); specific models not named on official page",
        "source": "https://lmarena.ai/leaderboard/webdev",
        "checked": "2026-10-21"
      },
      "affiliate": false,
      "order": 7,
      "order_display": "unranked"
    },
    {
      "name": "Cursor",
      "vendor": "Anysphere",
      "status": {
        "value": "Active",
        "source": "https://cursor.com/docs/cloud-agent",
        "checked": "2026-10-21"
      },
      "free_tier": {
        "value": true,
        "source": "https://cursor.com/pricing",
        "checked": "2026-10-21",
        "note": "Free $0: limited agent requests"
      },
      "entry_paid_usd": {
        "value": 8,
        "source": "https://cursor.com/pricing",
        "checked": "2026-10-21",
        "note": "Plus $8/mo is Grok-models-only (page is X/Grok bundled); Premium $30/mo for full use"
      },
      "tiers": {
        "value": "Free $0 · Plus $8 (Grok models only) · Premium $30 · more",
        "source": "https://cursor.com/pricing",
        "checked": "2026-10-21"
      },
      "local": {
        "value": true,
        "source": "https://cursor.com/docs/cloud-agent",
        "checked": "2026-10-21",
        "note": "IDE"
      },
      "cloud": {
        "value": true,
        "source": "https://cursor.com/docs/cloud-agent",
        "checked": "2026-10-21"
      },
      "mobile": {
        "value": "Yes: Cursor iOS app, cursor.com/agents PWA",
        "source": "https://cursor.com/docs/cloud-agent",
        "checked": "2026-10-21"
      },
      "repo_required": {
        "value": "No ('Start from scratch' creates a draft repo; paid plan)",
        "source": "https://cursor.com/docs/cloud-agent/setup",
        "checked": "2026-10-21"
      },
      "models": {
        "value": "Multiple vendors incl. third-party models",
        "source": "https://cursor.com/pricing",
        "checked": "2026-10-21"
      },
      "tb4": {
        "value": null,
        "source": "https://www.tbench.ai/",
        "checked": "2026-10-21",
        "note": "No Cursor entry on Terminal-Bench 4.0"
      },
      "model_score_webdev": {
        "value": "Unverified",
        "source": "https://lmarena.ai/leaderboard/webdev",
        "checked": "2026-10-21"
      },
      "affiliate": false,
      "order": 8,
      "order_display": "unranked"
    },
    {
      "name": "Devin (incl. former Windsurf, now Devin Desktop)",
      "vendor": "Cognition",
      "status": {
        "value": "Active; Windsurf renamed Devin Desktop on 2026-06-02; windsurf.com/pricing redirects to devin.ai/pricing",
        "source": "https://devin.ai/blog/windsurf-is-now-devin-desktop",
        "checked": "2026-10-21"
      },
      "free_tier": {
        "value": true,
        "source": "https://devin.ai/pricing",
        "checked": "2026-10-21",
        "note": "Light quota, limited models"
      },
      "entry_paid_usd": {
        "value": 20,
        "source": "https://devin.ai/pricing",
        "checked": "2026-10-21"
      },
      "tiers": {
        "value": "Free $0 · Pro $20 · Max $200 · Teams $80 + $40/full seat · Enterprise",
        "source": "https://devin.ai/pricing",
        "checked": "2026-10-21"
      },
      "local": {
        "value": true,
        "source": "https://devin.ai/blog/windsurf-is-now-devin-desktop",
        "checked": "2026-10-21",
        "note": "Devin Desktop, Devin CLI"
      },
      "cloud": {
        "value": true,
        "source": "https://devin.ai/pricing",
        "checked": "2026-10-21",
        "note": "Devin Cloud from Pro"
      },
      "mobile": {
        "value": "Unverified",
        "source": "https://devin.ai/pricing",
        "checked": "2026-10-21",
        "note": "Slack/Teams integrations listed; no native mobile app confirmed"
      },
      "repo_required": {
        "value": "Unverified",
        "source": "https://devin.ai/pricing",
        "checked": "2026-10-21",
        "note": "GitHub/GitLab/Bitbucket integrations listed"
      },
      "models": {
        "value": "OpenAI, Claude, Gemini, SpaceXAI, open-source, SWE-2",
        "source": "https://devin.ai/pricing",
        "checked": "2026-10-21"
      },
      "tb4": {
        "value": null,
        "source": "https://www.tbench.ai/",
        "checked": "2026-10-21",
        "note": "No entry"
      },
      "model_score_webdev": {
        "value": "Depends on chosen model (multi-vendor/BYOK); specific models not named on official page",
        "source": "https://lmarena.ai/leaderboard/webdev",
        "checked": "2026-10-21"
      },
      "affiliate": false,
      "order": 9,
      "order_display": "unranked"
    },
    {
      "name": "GitHub Copilot",
      "vendor": "GitHub/Microsoft",
      "status": {
        "value": "Active",
        "source": "https://docs.github.com/en/copilot/concepts/agents/coding-agent/about-coding-agent",
        "checked": "2026-10-21"
      },
      "free_tier": {
        "value": true,
        "source": "https://github.com/features/copilot/plans",
        "checked": "2026-10-21",
        "note": "Free $0; cloud agent NOT included on Free (Pro and up)"
      },
      "entry_paid_usd": {
        "value": 10,
        "source": "https://github.com/features/copilot/plans",
        "checked": "2026-10-21"
      },
      "tiers": {
        "value": "Free $0 · Pro $10 · Pro+ $39 · Max $100",
        "source": "https://github.com/features/copilot/plans",
        "checked": "2026-10-21"
      },
      "local": {
        "value": true,
        "source": "https://github.com/features/copilot/plans",
        "checked": "2026-10-21",
        "note": "IDE/CLI"
      },
      "cloud": {
        "value": true,
        "source": "https://docs.github.com/en/copilot/concepts/agents/coding-agent/about-coding-agent",
        "checked": "2026-10-21"
      },
      "mobile": {
        "value": "Unverified",
        "source": "https://docs.github.com/en/copilot/concepts/agents/coding-agent/about-coding-agent",
        "checked": "2026-10-21",
        "note": "Docs nav lists 'Chat in Mobile'; assigning cloud-agent tasks from mobile not confirmed today"
      },
      "repo_required": {
        "value": "Cloud agent: yes (GitHub repo)",
        "source": "https://docs.github.com/en/copilot/concepts/agents/coding-agent/about-coding-agent",
        "checked": "2026-10-21"
      },
      "models": {
        "value": "Multi-model",
        "source": "Unverified",
        "checked": "2026-10-21"
      },
      "tb4": {
        "value": null,
        "source": "https://www.tbench.ai/",
        "checked": "2026-10-21",
        "note": "No entry"
      },
      "model_score_webdev": {
        "value": "Unverified",
        "source": "https://lmarena.ai/leaderboard/webdev",
        "checked": "2026-10-21"
      },
      "affiliate": false,
      "order": 10,
      "order_display": "unranked"
    },
    {
      "name": "Kilo Code",
      "vendor": "Kilo",
      "status": {
        "value": "Active",
        "source": "https://kilo.ai/pricing",
        "checked": "2026-10-21"
      },
      "free_tier": {
        "value": true,
        "source": "https://kilo.ai/pricing",
        "checked": "2026-10-21",
        "note": "Free & open source; inference billed separately, or free/local/BYOK models"
      },
      "entry_paid_usd": {
        "value": 0,
        "source": "https://kilo.ai/pricing",
        "checked": "2026-10-21",
        "note": "No subscription needed for individuals; Teams $15/user/mo"
      },
      "tiers": {
        "value": "Free (individuals) · Teams $15/user · Enterprise; inference via Auto Free/BYOK/local, Kilo Gateway at provider rates, or Kilo Pass",
        "source": "https://kilo.ai/pricing",
        "checked": "2026-10-21"
      },
      "local": {
        "value": true,
        "source": "https://kilo.ai/pricing",
        "checked": "2026-10-21",
        "note": "VS Code, JetBrains, CLI; local models via Ollama/LM Studio"
      },
      "cloud": {
        "value": true,
        "source": "https://kilo.ai/pricing",
        "checked": "2026-10-21",
        "note": "'Cloud features' billed as usage-based compute; scope not detailed"
      },
      "mobile": {
        "value": "Unverified",
        "source": "https://kilo.ai/pricing",
        "checked": "2026-10-21"
      },
      "repo_required": {
        "value": "Unverified",
        "source": "https://kilo.ai/pricing",
        "checked": "2026-10-21"
      },
      "models": {
        "value": "Any (500+ models across 60+ providers, BYOK, local)",
        "source": "https://kilo.ai/pricing",
        "checked": "2026-10-21"
      },
      "tb4": {
        "value": null,
        "source": "https://www.tbench.ai/",
        "checked": "2026-10-21",
        "note": "No entry"
      },
      "model_score_webdev": {
        "value": "Depends on chosen model (multi-vendor/BYOK); specific models not named on official page",
        "source": "https://lmarena.ai/leaderboard/webdev",
        "checked": "2026-10-21"
      },
      "affiliate": false,
      "order": 11,
      "order_display": "unranked"
    }
  ],
  "code_review": [
    {
      "name": "CodeRabbit",
      "category": "AI code review (not a coding agent; not ranked)",
      "affiliate": false,
      "tiers": {
        "value": "Essentials $24 · Team $48 · Advanced $72 per user/mo · Enterprise custom",
        "source": "https://www.coderabbit.ai/pricing",
        "checked": "2026-10-21",
        "note": "Page shows a monthly/annual (save 20%) toggle; which billing period these figures belong to is Unverified"
      },
      "free_tier": {
        "value": "Unverified",
        "source": "https://www.coderabbit.ai/pricing",
        "checked": "2026-10-21",
        "note": "14-day trial shown; permanent free plan not confirmed on page"
      },
      "surfaces": {
        "value": "PR, CLI, IDE, agent loops",
        "source": "https://www.coderabbit.ai/pricing",
        "checked": "2026-10-21"
      },
      "benchmark": {
        "value": null,
        "source": "https://www.coderabbit.ai/pricing",
        "checked": "2026-10-21",
        "note": "None of the cited leaderboards cover code review"
      }
    }
  ]
}