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AI coding assistants

Claude Code vs Windsurf

as AI assistants see them, week of 2026-09-14

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Claude Code leads overall with a score of 43 out of 100, ahead of Windsurf's 25. Claude Code is named in 40 of 70 answers, compared to 28 of 70 for Windsurf. Head-to-head, Claude Code comes out ahead in 9 questions, Windsurf in 4, with 7 ties. Claude Code shows up in 4 of 4 answers for top AI coding assistants in 2026 and all 3 answers on writing tests, while Windsurf matches that same 4 of 4 for 2026's top tools and also for best AI coding assistants and best AI code editor. Scores vary a lot by assistant: Gemini rates Windsurf 54 but Claude Code just 5.

Head to head

metricClaude CodeWindsurf
score4325
questions won1611

By assistant

Claude Code

assistantscorenamed in, this weekusual spot, this week
ChatGPT4965% of answers#3.2
Claude5375% of answers#3.8
Gemini510% of answers#8.0
Perplexity4655% of answers#2.3

Windsurf

assistantscorenamed in, this weekusual spot, this week
ChatGPT1120% of answers#7.0
Claude2645% of answers#5.9
Gemini5480% of answers#4.3
Perplexity2435% of answers#4.0

Where they differ

Only Claude Code gets named for

  • Which AI coding assistant is best for large codebases?
  • What's the best AI coding assistant that works in the terminal?
  • Which AI coding tool is best for writing tests?
  • Which AI coding assistant is best for professional developers?
  • Which AI coding tool writes the most reliable code?
  • What's the best AI tool to review pull requests automatically?

Only Windsurf gets named for

  • What are the best free AI coding assistants?

More comparisons

Not sold on either?

Scores count how often each assistant names a product, weighted by position. How the score works · Full AI coding assistants leaderboard