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5-scenario image API benchmark

FLUX.2 Pro vs Nano Banana 2

Compare 30 real API generations across product rendering, exact poster text, portraits, spatial instructions, and editorial illustration. Every scenario uses the same prompt and three runs per model.

Source model

FLUX.2 Pro

Real API benchmark data

30 generations · 5 scenarios · Human-reviewed

View methodology and source data

Tested on 7/31/2026

FLUX.2 Pro

15 successful reviewed runs

Average actual charge
$0.050
Average observed time
26.8s

Nano Banana 2

15 successful reviewed runs

Average actual charge
$0.085
Average observed time
40.7s

FLUX.2 Pro

$0.050 · 25.2s

Passed

Human review

The bottle, amber liquid, condensation, metallic pedestal, warm transmitted light, and clean text-free studio composition are all present.

Model pageTry model

Nano Banana 2

$0.085 · 41.0s

Passed

Human review

The bottle, amber liquid, condensation, metallic pedestal, warm transmitted light, and clean text-free studio composition are all present.

Model pageTry model

How this comparison was run

Both APIs received the same English prompt for each scenario. Each model generated three independent results using its closest square default: FLUX.2 Pro at 1 MP and Nano Banana 2 at 1K. Times are client-observed totals, charges are reconciled from the HiAPI billing record, and every output was reviewed at full resolution.

A five-scenario, three-run sample helps reveal consistency but does not predict every prompt or provider update. Results are evidence from this dated dataset, not a permanent overall ranking.

Source data

Dataset ID: flux-2-pro-vs-nano-banana-2-2026-07-31

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