MEASURED 2026-07-21 · 3 MODEL API TEST

AI Dashboard UI Generation Comparison

A dense climate intelligence dashboard generated by GPT Image 2, Flux 2 Flex, and Gemini 2.5 Flash Image Preview with measured API performance.

One API gateway for multiple AI models.

APIMart is a multi-model AI API gateway with an OpenAI-compatible endpoint. Use one account to access supported image models, compare current pricing, and choose a cost-efficient option for each workload.

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THREE RAW OUTPUTS

Same fixture.
Measured API result.

One accepted output per model. Cost and latency are copied from the stored run records; this dated snapshot is not a universal ranking.

GPT Image 2 output for AI dashboard UI generation comparison

GPT Image 2

Latency
102.0 s
Reported cost
$0.0085
Attempts
1
Requested size
1024x1024
Flux 2 Flex output for AI dashboard UI generation comparison

Flux 2 Flex

Latency
32.0 s
Reported cost
$0.0700
Attempts
1
Requested size
1024x1024
Gemini 2.5 Flash output for AI dashboard UI generation comparison

Gemini 2.5 Flash

Latency
32.0 s
Reported cost
$0.0125
Attempts
2
Requested size
1024x1024
SHARED PROMPT · climate-dashboard · 16:10

Reproduce the request.

Editorial analytics dashboard for a climate intelligence product, dense but legible information hierarchy, off-white canvas, dark graphite type, acid green data accents, modular card grid, desktop viewport.
OBSERVED FINDING

GPT produced the most legible information hierarchy. Gemini offered the strongest cost-latency compromise, while Flux contained more pseudo-text.

Test date: 2026-07-21. The report uses one accepted output from each API and preserves the original images and JSON run records in GitHub. Availability, behavior, and pricing can change.