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StarCoder

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8.05 Great

Qwen2.5-Coder-32B-Instruct

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8.62 Great

AlphaCode

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8.44 Great

StarCoder2-15B

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8.18 Great

WizardCoder

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8.18 Great

Devstral

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7.74 Good

CodeT5

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7.71 Good

CodeGemma 7B

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7.44 Good

SantaCoder

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7.22 Good

Magicoder

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5.86 Mediocre

Qwen3-Coder

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9.24 Excellent

DeepSeek-Coder-V2

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8.88 Great

Codestral

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8.62 Great

Roo Code

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8.46 Great

Copilot Workspace

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8.35 Great

Phind-CodeLlama

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8.31 Great

GitHub Copilot Labs

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8.18 Great

GPT Pilot

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8.12 Great

CodiumAI

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7.85 Good

PanGu-Coder2

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7.68 Good

GPT Engineer

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7.64 Good

OpenCoder

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7.63 Good

Amazon CodeGuru Reviewer

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7.61 Good

IBM Granite Code

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7.56 Good