MEASURED 2026-07-21 · 3 MODEL API TEST

Consistent Character AI Model Comparison

A three-view forest ranger character sheet generated with GPT Image 2, Flux 2 Flex, and Gemini 2.5 Flash Image Preview using one shared prompt.

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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 consistent character AI model comparison

GPT Image 2

Latency
79.0 s
Reported cost
$0.0085
Attempts
1
Requested size
1024x1024
Flux 2 Flex output for consistent character AI model comparison

Flux 2 Flex

Latency
32.0 s
Reported cost
$0.0700
Attempts
1
Requested size
1024x1024
Gemini 2.5 Flash output for consistent character AI model comparison

Gemini 2.5 Flash

Latency
32.0 s
Reported cost
$0.0125
Attempts
1
Requested size
1024x1024
SHARED PROMPT · forest-ranger-sheet · 3:2

Reproduce the request.

Character sheet for Mara, a forest ranger with cropped auburn hair, olive field jacket, brass compass and worn canvas backpack; front, profile and three-quarter views; neutral studio background; consistent facial features.
OBSERVED FINDING

All three maintained the ranger identity across views. GPT added the richest close-up and prop detail; Flux and Gemini produced cleaner, simpler turnaround sheets.

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.