The Vibe Check · updated weekly

AI Coding Tool Leaderboard

How developers actually feel about Claude Code, Cursor, GitHub Copilot, Codex CLI, Gemini CLI and Windsurf — ranked by real community sentiment from Reddit, not vendor benchmarks.

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Score = weighted sentiment of opinionated mentions (very positive +2 … very negative −2), scaled to ±100. How this works →

Sentiment over time

Positive mention share, by tool

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About this leaderboard

SingularityHQ continuously classifies discussion about AI coding tools across Reddit's developer communities — r/ClaudeAI, r/ChatGPTCoding, r/cursor and more. Every post and comment that mentions a tool like Claude Code, Cursor, GitHub Copilot or Windsurf is scored on a six-point sentiment scale, then aggregated into the leaderboard above. Unlike synthetic coding benchmarks, this measures perception: what working developers say when they're not being marketed to. The historical trend view shows how each tool's reputation moves after a launch, price change or outage.

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