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Evaluation sources/Artificial Analysis Coding Index
ObservingKnowledge & language

Artificial Analysis Coding Index

Artificial Analysis · Public model evaluation results from Artificial Analysis Coding Index.

Official evaluation
Source description

This source measures concrete delivery performance in Knowledge & language; raw scores are shown separately from the normalized capability score.

Limitation: Different versions, reasoning settings, and test sets may change scores; read them with the data date.

How it is used

Participating sources affect capability scores; reference, cross-reference, and observing sources are for comparison and verification only.

Model results from this source

Step 3.7 Flash37.137.12026-06-15
Step 3.5 Flash 260334.634.62026-06-02
North Mini Code33.433.42026-06-09
Gemini 2.5 Pro3232.02026-06-02
Step 3.5 Flash31.631.62026-06-02
GLM-4.629.529.52026-05-22
Qwen3 Max26.426.42026-05-30
GLM-4.526.326.32026-03-11
Mistral Small 424.324.32026-06-01
GLM-4.5-Air23.823.82026-05-30
Mistral Large 322.722.72026-06-04
Gemini 2.5 Flash22.222.22026-06-02
Qwen3-Coder 30B-A3B Instruct19.419.42026-06-02
DeepSeek-R115.915.92026-03-11
GPT-413.113.12026-03-11
GLM-4.5V10.910.92026-04-29
GPT-3.5 Turbo10.710.72026-03-11
Llama-3.3-70B-Instruct10.710.72026-03-11
Gemini 2.5 Flash-Lite9.59.52026-03-11

Frequently asked questions