How developers feel about the AI coding tools they are using
Meet the AI Technology tools benchmark
Compare the 16 leading coding tools based on developer adoption, performance, quality and trust.
Stop investing in hype.
Power decisions on data, bring results.
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Build your product based on what developers using coding AI tools actually expect
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Respond to performance pressure with clear actions, backed by data
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Leave guesswork aside
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Foggy competitor landscape? Not anymore
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Capitalise on the areas where your competitors are lagging.
Drive performance
based on insights
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Turn risky AI decisions into product roadmaps that drive results, adoption and revenue.
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Invest on what developers are looking and are willing to pay for, not hype
-
Drive adoption, revenue and growth through the right product roadmap
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Find the right AI tool for the job YOU are doing
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Optimise performance, build a happy developer team
The solution for
AI technology vendors
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Benchmark product performance on awareness, adoption , engagement and satisfaction
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Discover what drives engagement
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Identify gaps in your competitors' products
AI technology buyers
Reduce risk by choosing the more trusted tool
Choose the right tool for your stage in the lifecycle
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Choose the right tools for your team
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Set expectations on productivity and quality
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AI Coding Tools Benchmark
Stop investing in hype.
Power decisions on data, bring results.
-
Build your product based on what developers using coding AI tools actually expect
-
Respond to performance pressure with clear actions, backed by data
-
Leave guesswork aside
-
Foggy competitor landscape? Not anymore
-
Capitalise on the areas where your competitors are lagging.
How are developers using...
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Replit
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Firebase Studio
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Sourcegraph Amp
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Tabnine
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Mistral Code
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aider
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GitLab Duo
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Cline
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GitHub Copilot
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Claude Code
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OpenAI Codex
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Cursor
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Windsurf
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Gemini Code Assist
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Amazon Q Developer
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JetBrains AI
...and how do they feel about it?
Turn risky AI decisions into product roadmaps that drive results, adoption and revenue.
-
Invest on what developers are looking and are willing to pay for, not hype
-
Drive adoption, revenue and growth through the right product roadmap
-
Find the right AI tool for the job YOU are doing
-
Optimise performance, build a happy developer team