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Is gpt-5.4-medium good at Coding?

gpt-5.4-medium ranks #10 of 52 for Coding — strong. The top pick for this task is claude-opus-4.8-medium.

#10 / 52
Rank for this task
85.8
Score
$0.0367
Cost / run

gpt-5.4-medium on each Coding sub-task

Code Review & Security 100.0/100 #10
Secure Implementation 100.0/100 #4
Code Quality and Testing Test 87.6/100 #9
API and Data Code Test 78.6/100 #7
Refactoring 66.7/100 #49
← Full gpt-5.4-medium review All Coding rankings → Top pick: claude-opus-4.8-medium →

Frequently asked

Is gpt-5.4-medium good at Coding?

gpt-5.4-medium ranks #10 of 52 models we tested for Coding, scoring strong.

What is gpt-5.4-medium's strongest Coding skill?

Its best sub-task here is Code Review & Security.

This page is Spring Prompt, running

We just did this for every model. Do it for your prompt.

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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  • Optimise the winner until the scores say it's ready to ship.
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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