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Is gpt-5.4-mini-max good at Coding?

gpt-5.4-mini-max ranks #8 of 52 for Coding — strong. The top pick for this task is claude-opus-4.8-medium.

#8 / 52
Rank for this task
86.5
Score
$0.0257
Cost / run

gpt-5.4-mini-max on each Coding sub-task

Refactoring 100.0/100 #3
Code Review & Security 100.0/100 #7
Secure Implementation 87.5/100 #20
Code Quality and Testing Test 80.2/100 #28
API and Data Code Test 78.4/100 #8
← Full gpt-5.4-mini-max review All Coding rankings → Top pick: claude-opus-4.8-medium →

Frequently asked

Is gpt-5.4-mini-max good at Coding?

gpt-5.4-mini-max ranks #8 of 52 models we tested for Coding, scoring strong.

What is gpt-5.4-mini-max's strongest Coding skill?

Its best sub-task here is Refactoring.

This page is Spring Prompt, running

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The rankings above come from running real tasks through real models and scoring every output. Spring Prompt is that same engine — pointed at your prompt, your test cases, and your definition of good.

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Prompt × model results

12 test cases · 3 evals
Claude Opus
GPT-5
Gemini
v1
7.1
6.8
7.4
v2
8.3
7.9
8.0
v3
9.2
8.6
8.4
Best combo: v3 × Claude Opus
9.2 quality · $0.004/run · 1.8s