category
AI coding assistants, as AI assistants see them
In the week of 12 October 2026, the AI assistants we track most often recommend Cursor (65), GitHub Copilot (62) and Claude Code (46) for ai coding assistants, out of 34 products we follow in this category. Scores are the share of 70 answers naming each product, across 4 assistants.
Out of 34 AI coding assistants tracked, Cursor sits on top with an overall score of 65, named in 71 of 89 answers. GitHub Copilot trails close behind at 62, actually edging Cursor out in named mentions with 73 of 89 answers. After that, the gap widens fast: Claude Code lands at 46, pulled down by a near-absent Gemini score of just 3. Aider (23) and OpenAI Codex (22) round out the top 5, with Codex scoring a flat 0 from Gemini. So the race for first is tight, but third place onward is a different story entirely.
Updated 2026-10-12. We re-ask every assistant on a schedule and publish whatever they say.
Leaderboard
| # | product | score | vs last week |
|---|---|---|---|
| 1 | Cursor | 65 | steady |
| 2 | GitHub Copilot | 62 | steady |
| 3 | Claude Code | 46 | steady |
| 4 | Aider | 23 | steady |
| 5 | OpenAI Codex | 22 | steady |
| 6 | Windsurf | 21 | steady |
| 7 | Cline | 20 | steady |
| 8 | Continue | 15 | steady |
| 9 | JetBrains AI Assistant | 11 | steady |
| 10 | Tabnine | 10 | steady |
| 11 | Amazon Q Developer | 9 | steady |
| 12 | Roo Code | 7 | steady |
| 13 | Devin | 6 | steady |
| 14 | Gemini Code Assist | 6 | steady |
| 15 | CodeRabbit | 5 | steady |
| 16 | Gemini CLI | 5 | steady |
| 17 | OpenCode | 5 | steady |
| 18 | Qodo | 5 | steady |
| 19 | Sourcegraph Cody | 5 | steady |
| 20 | Tabby | 5 | steady |
| 21 | Augment Code | 4 | steady |
| 22 | Greptile | 4 | steady |
| 23 | OpenHands | 4 | steady |
| 24 | Supermaven | 4 | steady |
| 25 | Zed | 3 | steady |
| 26 | Amp | 2 | steady |
| 27 | Diffblue | 2 | steady |
| 28 | Google Antigravity | 2 | steady |
| 29 | Goose | 2 | steady |
| 30 | Graphite | 2 | steady |
| 31 | Junie | 2 | steady |
| 32 | Factory | 1 | steady |
| 33 | Google Jules | 1 | steady |
| 34 | Kiro | 1 | steady |
Where the assistants get their answers →
Free guide: how to get recommended in ai coding assistants
Built from this week's run — who wins now, the exact questions we ask, the pages the assistants cite, and six steps in order.
Popular head-to-heads
- Cursor vs GitHub Copilot
- Claude Code vs Cursor
- Claude Code vs GitHub Copilot
- Aider vs OpenAI Codex
- Aider vs Windsurf
- OpenAI Codex vs Windsurf
- Cline vs Windsurf
Looking for alternatives?
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- Amazon Q Developer alternatives
- Roo Code alternatives
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- OpenCode alternatives
- Qodo alternatives
- Sourcegraph Cody alternatives
- Tabby alternatives
- Augment Code alternatives
- Greptile alternatives
- OpenHands alternatives
- Supermaven alternatives
- Zed alternatives
- Amp alternatives
- Diffblue alternatives
- Google Antigravity alternatives
- Goose alternatives
- Graphite alternatives
- Junie alternatives
- Factory alternatives
- Google Jules alternatives
- Kiro alternatives
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Every ai coding assistants head-to-head (114)
- Cursor vs GitHub Copilot
- Claude Code vs Cursor
- Aider vs Cursor
- Cursor vs OpenAI Codex
- Cursor vs Windsurf
- Claude Code vs GitHub Copilot
- Aider vs GitHub Copilot
- GitHub Copilot vs OpenAI Codex
- GitHub Copilot vs Windsurf
- Aider vs Claude Code
- Claude Code vs OpenAI Codex
- Claude Code vs Windsurf
- Aider vs OpenAI Codex
- Aider vs Windsurf
- Aider vs Cline
- Aider vs Continue
- Aider vs JetBrains AI Assistant
- OpenAI Codex vs Windsurf
- Cline vs OpenAI Codex
- Continue vs OpenAI Codex
- JetBrains AI Assistant vs OpenAI Codex
- Cline vs Windsurf
- Continue vs Windsurf
- JetBrains AI Assistant vs Windsurf
- Cline vs Continue
- Cline vs JetBrains AI Assistant
- Continue vs JetBrains AI Assistant
- Continue vs Tabnine
- Amazon Q Developer vs Continue
- JetBrains AI Assistant vs Tabnine
- Amazon Q Developer vs JetBrains AI Assistant
- JetBrains AI Assistant vs Roo Code
- Devin vs JetBrains AI Assistant
- Amazon Q Developer vs Tabnine
- Roo Code vs Tabnine
- Devin vs Tabnine
- Gemini Code Assist vs Tabnine
- Amazon Q Developer vs Roo Code
- Amazon Q Developer vs Devin
- Amazon Q Developer vs Gemini Code Assist
- Devin vs Roo Code
- Gemini Code Assist vs Roo Code
- CodeRabbit vs Roo Code
- Gemini CLI vs Roo Code
- Devin vs Gemini Code Assist
- CodeRabbit vs Devin
- Devin vs Gemini CLI
- Devin vs OpenCode
- Devin vs Qodo
- CodeRabbit vs Gemini Code Assist
- Gemini CLI vs Gemini Code Assist
- Gemini Code Assist vs OpenCode
- Gemini Code Assist vs Qodo
- CodeRabbit vs Gemini CLI
- CodeRabbit vs OpenCode
- CodeRabbit vs Qodo
- CodeRabbit vs Sourcegraph Cody
- CodeRabbit vs Tabby
- Gemini CLI vs OpenCode
- Gemini CLI vs Qodo
- Gemini CLI vs Sourcegraph Cody
- Gemini CLI vs Tabby
- OpenCode vs Qodo
- OpenCode vs Sourcegraph Cody
- OpenCode vs Tabby
- Qodo vs Sourcegraph Cody
- Qodo vs Tabby
- Sourcegraph Cody vs Tabby
- Augment Code vs Greptile
- Augment Code vs OpenHands
- Augment Code vs Supermaven
- Augment Code vs CodeRabbit
- Augment Code vs Gemini CLI
- Greptile vs OpenHands
- Greptile vs Supermaven
- CodeRabbit vs Greptile
- Gemini CLI vs Greptile
- OpenHands vs Supermaven
- CodeRabbit vs OpenHands
- Gemini CLI vs OpenHands
- CodeRabbit vs Supermaven
- Gemini CLI vs Supermaven
- Amp vs Zed
- Augment Code vs Zed
- Diffblue vs Zed
- Google Antigravity vs Zed
- Goose vs Zed
- Amp vs Diffblue
- Amp vs Google Antigravity
- Amp vs Goose
- Amp vs Graphite
- Amp vs Junie
- Diffblue vs Google Antigravity
- Diffblue vs Goose
- Diffblue vs Graphite
- Diffblue vs Junie
- Google Antigravity vs Goose
- Google Antigravity vs Graphite
- Google Antigravity vs Junie
- Goose vs Graphite
- Goose vs Junie
- Graphite vs Junie
- Factory vs Google Jules
- Factory vs Kiro
- Amp vs Factory
- Diffblue vs Factory
- Factory vs Google Antigravity
- Google Jules vs Kiro
- Amp vs Google Jules
- Diffblue vs Google Jules
- Google Antigravity vs Google Jules
- Amp vs Kiro
- Diffblue vs Kiro
- Google Antigravity vs Kiro
Score = how often an assistant names the product, weighted by position. Full explanation.