BenchmarkMay 21, 20262 min read

Flux 1.1 Pro on 500 Real Product Photos: The Honest Benchmark

We pushed Flux 1.1 Pro through 500 e-commerce product photos to see how it handles texture, lighting, and identity. Here's where it shines — and where it still drifts.

AT

AdFrame Team

May 21, 2026 · 2 min read

Flux 1.1 Pro from Black Forest Labs has quietly become the default for high-end product photography in 2026 — but how does it actually hold up at scale? We ran it through 500 real Shopify product photos to find out.

What we tested

Five verticals. Same prompt structure. Same conditioning image. Same aspect ratio. We asked one question: would a brand actually ship this without retouching?

Flux 1.1 Pro

2025-10

by Black Forest Labs

Where Flux 1.1 Pro wins

For supplements and beauty, 78% of generations were ad-ready out of the box — meaning a marketer could drop them straight into a Meta ad without a retouch pass.

Where it still drifts

  • Hands holding the product — still an industry-wide weakness, Flux included.
  • Tiny brand text on labels — gets blurry below ~30 pixels.
  • Identity drift on round-shaped products — the silhouette stays right but small label details shift.

Cost and speed

MetricFlux 1.1 ProNano Banana
Cost / image$0.040$0.039
Avg time4.8s5.8s
Identity preservation (1–10)7.88.6

Flux is slightly faster and cheaper, but Nano Banana wins on identity preservation when you need the product to stay perfectly on-model.

Stop guessing which model fits your product

AdFrame routes every ad concept to the model that's strongest for it — Flux for glass, Nano Banana for identity, GPT-Image-1 for text.

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Verdict

Flux 1.1 Pro is the safest single pick if you have to choose just one image model for a beauty or supplements brand. For everything else, multi-model routing is the move.