Style reference: generate a new scene in this style (pairwise ranking)

Comparison

13 prompts

7 models

Raters are asked: Select the image you prefer as a completion of the following prompt. Focus on how well the content matches the prompt, and how closely the style matches the reference image. “{prompt}”

Completed

Ratings CSV One row per individual rating Results JSON Eval settings, scores, and every rating Images (zip) Kept for at least 5 years after creation

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More comparisons tighten the confidence intervals on each model's Elo score.

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Elo scores

Each bar spans a 95% credible interval; the dot marks the mean. Hover for exact values.

Cost vs. Elo score

Generated images

a bullet train racing past Mount Fuji at sunrise — created in the exact artisti…

an advertising poster for a coffee house, a mustachioed man holding a steaming …

a peacock displaying its feathers beside a masked seated figure — created in th…

a royal garden feast with musicians, courtiers and a fountain — created in the …

a portrait of an emperor holding a falcon in a palace garden — created in the e…

a manuscript page depicting a knight fighting a dragon, with a large ornate gol…

a heron standing among bamboo beside a misty river — created in the exact artis…

a lion and a peacock in a garden — created in the exact artistic style, techniq…

a majestic stag standing in a dense forest — created in the exact artistic styl…

travellers crossing a wooden bridge in a sudden rainstorm — created in the exac…

warriors battling a many-headed hydra — created in the exact artistic style, te…

a procession of figures presenting offerings to a seated god, with columns of h…

a noble hunting party pursuing a stag through a flowering forest — created in t…

img2img

“a bullet train racing past Mount Fuji at sunrise — created in the exact artistic style, technique, medium and colour palette of the provided reference image (do not reuse the reference image’s own subject matter).”

Reference

a bullet train racing past Mount Fuji at sunrise — created in the exact artistic style, technique, medium and colour palette of the provided reference image (do not reuse the reference image’s own subject matter). — GPT-5.4 Image 2

GPT-5.4 Image 2

GPT Image 1.5 (High Fidelity)

Nano Banana Pro (Gemini 3 Pro)

Flux.2 Max

GPT Image 1 Mini

img2img

“an advertising poster for a coffee house, a mustachioed man holding a steaming cup inside an ornate floral border — created in the exact artistic style, technique, medium and colour palette of the provided reference image.”

Reference

an advertising poster for a coffee house, a mustachioed man holding a steaming cup inside an ornate floral border — created in the exact artistic style, technique, medium and colour palette of the provided reference image. — GPT-5.4 Image 2

GPT-5.4 Image 2

img2img

“a peacock displaying its feathers beside a masked seated figure — created in the exact artistic style, technique, medium and colour palette of the provided reference image (do not reuse the reference image’s own subject matter).”

Reference

a peacock displaying its feathers beside a masked seated figure — created in the exact artistic style, technique, medium and colour palette of the provided reference image (do not reuse the reference image’s own subject matter). — GPT-5.4 Image 2

GPT-5.4 Image 2

GPT Image 1.5 (High Fidelity)

Nano Banana Pro (Gemini 3 Pro)

Flux.2 Pro

Flux.2 Max

GPT Image 1 Mini

img2img

“a royal garden feast with musicians, courtiers and a fountain — created in the exact artistic style, technique, medium and colour palette of the provided reference image (do not reuse the reference image’s own subject matter).”

Reference

a royal garden feast with musicians, courtiers and a fountain — created in the exact artistic style, technique, medium and colour palette of the provided reference image (do not reuse the reference image’s own subject matter). — GPT-5.4 Image 2

GPT-5.4 Image 2

GPT Image 1.5 (High Fidelity)

Nano Banana Pro (Gemini 3 Pro)

GPT Image 1 Mini

img2img

“a portrait of an emperor holding a falcon in a palace garden — created in the exact artistic style, technique, medium and colour palette of the provided reference image (do not reuse the reference image’s own subject matter).”

Reference

a portrait of an emperor holding a falcon in a palace garden — created in the exact artistic style, technique, medium and colour palette of the provided reference image (do not reuse the reference image’s own subject matter). — GPT-5.4 Image 2

GPT-5.4 Image 2

GPT Image 1.5 (High Fidelity)

Nano Banana Pro (Gemini 3 Pro)

Flux.2 Pro

Flux.2 Max

GPT Image 1 Mini

img2img

“a manuscript page depicting a knight fighting a dragon, with a large ornate golden initial letter — created in the exact artistic style, technique, medium and colour palette of the provided reference image (do not reuse the reference image’s own subject matter).”

Reference

a manuscript page depicting a knight fighting a dragon, with a large ornate golden initial letter — created in the exact artistic style, technique, medium and colour palette of the provided reference image (do not reuse the reference image’s own subject matter). — GPT-5.4 Image 2

GPT-5.4 Image 2

GPT Image 1.5 (High Fidelity)

Nano Banana Pro (Gemini 3 Pro)

Flux.2 Pro

Flux.2 Max

GPT Image 1 Mini

img2img

“a heron standing among bamboo beside a misty river — created in the exact artistic style, technique, medium and colour palette of the provided reference image (do not reuse the reference image’s own subject matter).”

Reference

a heron standing among bamboo beside a misty river — created in the exact artistic style, technique, medium and colour palette of the provided reference image (do not reuse the reference image’s own subject matter). — GPT-5.4 Image 2

GPT-5.4 Image 2

GPT Image 1.5 (High Fidelity)

Nano Banana Pro (Gemini 3 Pro)

Flux.2 Pro

Flux.2 Max

GPT Image 1 Mini

img2img

“a lion and a peacock in a garden — created in the exact artistic style, technique, medium and colour palette of the provided reference image (do not reuse the reference image’s own subject matter).”

Reference

GPT-5.4 Image 2

GPT Image 1.5 (High Fidelity)

Nano Banana Pro (Gemini 3 Pro)

GPT Image 1 Mini

img2img

“a majestic stag standing in a dense forest — created in the exact artistic style, technique, medium and colour palette of the provided reference image (do not reuse the reference image’s own subject matter).”

Reference

GPT-5.4 Image 2

GPT Image 1.5 (High Fidelity)

Nano Banana Pro (Gemini 3 Pro)

Flux.2 Pro

Flux.2 Max

GPT Image 1 Mini

img2img

“travellers crossing a wooden bridge in a sudden rainstorm — created in the exact artistic style, technique, medium and colour palette of the provided reference image (do not reuse the reference image’s own subject matter).”

Reference

travellers crossing a wooden bridge in a sudden rainstorm — created in the exact artistic style, technique, medium and colour palette of the provided reference image (do not reuse the reference image’s own subject matter). — GPT-5.4 Image 2

GPT-5.4 Image 2

GPT Image 1.5 (High Fidelity)

Nano Banana Pro (Gemini 3 Pro)

GPT Image 1 Mini

img2img

“warriors battling a many-headed hydra — created in the exact artistic style, technique, medium and colour palette of the provided reference image (do not reuse the reference image’s own subject matter).”

Reference

GPT-5.4 Image 2

GPT Image 1.5 (High Fidelity)

Nano Banana Pro (Gemini 3 Pro)

Flux.2 Pro

Flux.2 Max

GPT Image 1 Mini

img2img

“a procession of figures presenting offerings to a seated god, with columns of hieroglyphs — created in the exact artistic style, technique, medium and colour palette of the provided reference image (do not reuse the reference image’s own subject matter).”

Reference

a procession of figures presenting offerings to a seated god, with columns of hieroglyphs — created in the exact artistic style, technique, medium and colour palette of the provided reference image (do not reuse the reference image’s own subject matter). — GPT-5.4 Image 2

GPT-5.4 Image 2

GPT Image 1.5 (High Fidelity)

Nano Banana Pro (Gemini 3 Pro)

Flux.2 Pro

Flux.2 Max

GPT Image 1 Mini

img2img

“a noble hunting party pursuing a stag through a flowering forest — created in the exact artistic style, technique, medium and colour palette of the provided reference image (do not reuse the reference image’s own subject matter).”

Reference

a noble hunting party pursuing a stag through a flowering forest — created in the exact artistic style, technique, medium and colour palette of the provided reference image (do not reuse the reference image’s own subject matter). — GPT-5.4 Image 2

GPT-5.4 Image 2

GPT Image 1.5 (High Fidelity)

Nano Banana Pro (Gemini 3 Pro)

GPT Image 1 Mini

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Style reference: generate a new scene in this style (pairwise ranking)

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Elo scores

Cost vs. Elo score

Generated images