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StarCoder2-15B

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8.18 Great

StarCoder

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8.05 Great

Qwen2.5-Coder-32B-Instruct

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8.62 Great

Codestral

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8.62 Great

Devstral

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7.74 Good

SantaCoder

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7.22 Good

Gemma (Google)

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6.86 Fair

Stable Code

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6.28 Fair

Qwen3-Coder

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9.24 Excellent

DeepSeek-Coder-V2

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8.88 Great

DeepSeek-Coder

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8.46 Great

AlphaCode

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8.44 Great

AWS CodeWhisperer

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8.42 Great

Google Colab AI

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8.31 Great

WizardCoder

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8.18 Great

Gemini CLI

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8.12 Great

GitLab Duo

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8.12 Great

Gemini in Android Studio

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8.05 Great

Firebase Studio

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8.05 Great

Yi-Coder

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7.92 Good

minuet-ai.nvim

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7.82 Good

Xcode Predictive Code Completion

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7.74 Good

CodeT5

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7.71 Good

OpenCoder

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7.63 Good