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GPT-5.4 (Non-reasoning)

Provider: OpenAI • ID: gpt-5-4-non-reasoning

Detailed evaluation metrics and judge breakdown for GPT-5.4 (Non-reasoning) across all 4 launch categories.

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Pricing: In $2.50 per 1M tokens • Out $15.00 per 1M tokens
Composite Verdict Score
27.7
0
.
0
/100

Category Score Breakdown

Frontend UI28.2

Interactive dashboards and landing pages

Game Dev27.1

Canvas 2D physics and browser games

SVG Art28.0

Vector graphics and generative math art

Agentic Tasks26.8

Multi-step execution planning

Auditable Multi-Judge Dimension Scoring

Grades evaluated across 3 independent judge models using published rubrics.

Functionality— Executes without runtime JS exceptions
28.5
Craft— Clean semantic markup and clean TypeScript
28.0
Design— Visual aesthetics, contrast, layout harmony
27.4
Creativity— Original micro-interactions and layout depth
26.8
Fidelity— Strict adherence to complex prompt constraints
27.1