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AlphaCode

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8.44 Great

WizardCoder

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8.18 Great

CodeT5

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7.71 Good

SantaCoder

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7.22 Good

Qwen2.5-Coder-32B-Instruct

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8.62 Great

Roo Code

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8.46 Great

Llama 3 (Meta)

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8.29 Great

SWE-agent

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8.21 Great

GPT Pilot

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8.12 Great

StarCoder

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8.05 Great

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

IBM Granite Code

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7.56 Good

OpenEvolve

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7.46 Good

Devika

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6.85 Fair

Stable Code

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6.28 Fair

CodingGenie

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5.88 Mediocre

Code4MeV2

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5.82 Mediocre

GPT-Code-Clippy

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5.74 Mediocre

RedPajama-INCITE-3B-Instruct

Jetbrains Self Hosted AI

4.80 Poor

NVIDIA NeMo ASR

Speech To Text Software

8.68 Great

screenshot-to-code

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8.64 Great

Codestral

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8.62 Great