Product fidelity bench, 2026-11-02 Report: README.md in docs/benchmarks/product-fidelity-2026-11-02 of the repo. SSIM / dE / sharpness are measured on the product only, after aligning the output to the source. "Lock" is the output with the source product composited back (relight: detail only).
Background replace Model Price SSIM dE Sharp Kept Refused Locked SSIM Locked dE Nano Banana 2 Lite (current default) $0.0375 0.829 12.4 0.58 3/8 0 0.986 0.8 Ideogram 4.5 (regular, medium) $0.06 0.728 11.9 0.655 2/8 0 0.983 0.9 Ideogram 4.5 Precise Edit, low $0.03 0.812 10.7 0.71 2/8 0 0.992 0.7 Ideogram 4.5 Precise Edit, medium $0.06 0.825 10.8 0.71 2/8 0 0.99 0.7 Ideogram 4.5 + product mask, low $0.03 0.999 0.4 1.0 8/8 0 1.0 0.0 Ideogram 4.5 + product mask, medium $0.06 0.996 1.0 1.0 8/8 0 1.0 0.0 Seedream 5.0 Flash Edit $0.027 0.838 7.1 1.44 4/7 1 0.993 0.8 Seedream 5.0 Pro Edit $0.0675 0.5 16.1 1.1 1/7 1 0.993 0.7 Nano Banana Pro $0.15 0.6 19.8 0.97 2/8 0 0.994 1.3 GPT Image 2.5 (high) $0.12 0.841 6.1 1.12 6/7 1 0.994 0.5 FLUX.3 Edit $0.05 0.816 6.2 0.81 4/7 1 0.993 0.6 Bria $0.04 0.974 1.8 1.035 8/8 0 1.0 0.0
Contact sheet: bg-raw.jpg
Contact sheet: bg-lock.jpg
p1-carafe · Nano Banana 2 Lite (current default)moved full p1-carafe · Ideogram 4.5 (regular, medium)moved full p1-carafe · Ideogram 4.5 Precise Edit, lowmoved full p1-carafe · Ideogram 4.5 Precise Edit, mediummoved full p1-carafe · Ideogram 4.5 + product mask, lowfull p1-carafe · Ideogram 4.5 + product mask, mediumfull p1-carafe · Seedream 5.0 Flash Editmoved full p1-carafe · Seedream 5.0 Pro Editmoved full p1-carafe · Nano Banana Promoved full p1-carafe · GPT Image 2.5 (high)full p1-carafe · FLUX.3 Editfull p1-carafe · Briafull p2-game · Nano Banana 2 Lite (current default)full p2-game · Ideogram 4.5 (regular, medium)full p2-game · Ideogram 4.5 Precise Edit, lowfull p2-game · Ideogram 4.5 Precise Edit, mediumfull p2-game · Ideogram 4.5 + product mask, lowfull p2-game · Ideogram 4.5 + product mask, mediumfull p2-game · Nano Banana Promoved full p2-game · Briafull p3-tyre · Nano Banana 2 Lite (current default)full p3-tyre · Ideogram 4.5 (regular, medium)moved full p3-tyre · Ideogram 4.5 Precise Edit, lowmoved full p3-tyre · Ideogram 4.5 Precise Edit, mediummoved full p3-tyre · Ideogram 4.5 + product mask, lowfull p3-tyre · Ideogram 4.5 + product mask, mediumfull p3-tyre · Seedream 5.0 Flash Editfull p3-tyre · Seedream 5.0 Pro Editmoved full p3-tyre · Nano Banana Promoved full p3-tyre · GPT Image 2.5 (high)full p3-tyre · FLUX.3 Editfull p3-tyre · Briafull p4-speaker · Nano Banana 2 Lite (current default)moved full p4-speaker · Ideogram 4.5 (regular, medium)moved full p4-speaker · Ideogram 4.5 Precise Edit, lowmoved full p4-speaker · Ideogram 4.5 Precise Edit, mediummoved full p4-speaker · Ideogram 4.5 + product mask, lowfull p4-speaker · Ideogram 4.5 + product mask, mediumfull p4-speaker · Seedream 5.0 Flash Editfull p4-speaker · Seedream 5.0 Pro Editmoved full p4-speaker · Nano Banana Promoved full p4-speaker · GPT Image 2.5 (high)full p4-speaker · FLUX.3 Editmoved full p4-speaker · Briafull p5-detector · Nano Banana 2 Lite (current default)moved full p5-detector · Ideogram 4.5 (regular, medium)moved full p5-detector · Ideogram 4.5 Precise Edit, lowmoved full p5-detector · Ideogram 4.5 Precise Edit, mediummoved full p5-detector · Ideogram 4.5 + product mask, lowfull p5-detector · Ideogram 4.5 + product mask, mediumfull p5-detector · Seedream 5.0 Flash Editmoved full p5-detector · Seedream 5.0 Pro Editmoved full p5-detector · Nano Banana Profull p5-detector · GPT Image 2.5 (high)moved full p5-detector · FLUX.3 Editmoved full p5-detector · Briafull p6-freshener · Nano Banana 2 Lite (current default)moved full p6-freshener · Ideogram 4.5 (regular, medium)moved full p6-freshener · Ideogram 4.5 Precise Edit, lowmoved full p6-freshener · Ideogram 4.5 Precise Edit, mediummoved full p6-freshener · Ideogram 4.5 + product mask, lowfull p6-freshener · Ideogram 4.5 + product mask, mediumfull p6-freshener · Seedream 5.0 Flash Editmoved full p6-freshener · Seedream 5.0 Pro Editmoved full p6-freshener · Nano Banana Promoved full p6-freshener · GPT Image 2.5 (high)full p6-freshener · FLUX.3 Editmoved full p6-freshener · Briafull p7-bottle · Nano Banana 2 Lite (current default)moved full p7-bottle · Ideogram 4.5 (regular, medium)moved full p7-bottle · Ideogram 4.5 Precise Edit, lowmoved full p7-bottle · Ideogram 4.5 Precise Edit, mediummoved full p7-bottle · Ideogram 4.5 + product mask, lowfull p7-bottle · Ideogram 4.5 + product mask, mediumfull p7-bottle · Seedream 5.0 Flash Editfull p7-bottle · Seedream 5.0 Pro Editmoved full p7-bottle · Nano Banana Promoved full p7-bottle · GPT Image 2.5 (high)full p7-bottle · FLUX.3 Editfull p7-bottle · Briafull p8-snowboard · Nano Banana 2 Lite (current default)full p8-snowboard · Ideogram 4.5 (regular, medium)full p8-snowboard · Ideogram 4.5 Precise Edit, lowfull p8-snowboard · Ideogram 4.5 Precise Edit, mediumfull p8-snowboard · Ideogram 4.5 + product mask, lowfull p8-snowboard · Ideogram 4.5 + product mask, mediumfull p8-snowboard · Seedream 5.0 Flash Editfull p8-snowboard · Seedream 5.0 Pro Editfull p8-snowboard · Nano Banana Profull p8-snowboard · GPT Image 2.5 (high)full p8-snowboard · FLUX.3 Editfull p8-snowboard · Briafull Lifestyle Model Price SSIM dE Sharp Kept Refused Locked SSIM Locked dE Nano Banana 2 Lite (current default) $0.0375 0.468 33.5 0.62 5/8 0 1.0 1.0 Ideogram 4.5 (regular, medium) $0.06 0.479 29.7 0.505 4/8 0 0.99 0.9 Ideogram 4.5 Precise Edit, low $0.03 0.628 18.3 0.475 1/8 0 0.953 1.4 Ideogram 4.5 Precise Edit, medium $0.06 0.54 20.3 0.495 1/8 0 0.957 1.5 Ideogram 4.5 + product mask, low $0.03 0.998 1.0 1.0 8/8 0 1.0 0.0 Ideogram 4.5 + product mask, medium $0.06 0.998 8.0 0.99 7/8 0 1.0 0.2 Seedream 5.0 Flash Edit $0.027 0.651 10.6 1.17 0/7 1 0.994 0.6 Seedream 5.0 Pro Edit $0.0675 0.491 23.4 0.855 3/8 0 0.981 1.3 Nano Banana Pro $0.15 0.407 24.1 0.77 3/8 0 0.994 0.7 GPT Image 2.5 (high) $0.12 0.642 14.2 0.625 1/8 0 0.93 1.7 Seedream 4.5 $0.04 0.54 24.4 0.55 3/8 0 0.998 0.5 FLUX.3 Edit $0.05 0.696 15.0 0.64 2/8 0 0.972 1.2 Bria $0.04 0.849 3.8 0.31 0/8 0 0.895 2.6
Contact sheet: life-raw.jpg
Contact sheet: life-lock.jpg
p1-carafe · Nano Banana 2 Lite (current default)moved full p1-carafe · Ideogram 4.5 (regular, medium)moved full p1-carafe · Ideogram 4.5 Precise Edit, lowmoved full p1-carafe · Ideogram 4.5 Precise Edit, mediummoved full p1-carafe · Ideogram 4.5 + product mask, lowfull p1-carafe · Ideogram 4.5 + product mask, mediumfull p1-carafe · Seedream 5.0 Flash Editmoved full p1-carafe · Seedream 5.0 Pro Editmoved full p1-carafe · Nano Banana Promoved full p1-carafe · GPT Image 2.5 (high)moved full p1-carafe · Seedream 4.5moved full p1-carafe · FLUX.3 Editmoved full p1-carafe · Briamoved full p2-game · Nano Banana 2 Lite (current default)moved full p2-game · Ideogram 4.5 (regular, medium)moved full p2-game · Ideogram 4.5 Precise Edit, lowmoved full p2-game · Ideogram 4.5 Precise Edit, mediummoved full p2-game · Ideogram 4.5 + product mask, lowfull p2-game · Ideogram 4.5 + product mask, mediummoved full p2-game · Seedream 5.0 Pro Editmoved full p2-game · Nano Banana Promoved full p2-game · GPT Image 2.5 (high)moved full p2-game · Seedream 4.5moved full p2-game · FLUX.3 Editmoved full p2-game · Briamoved full p3-tyre · Nano Banana 2 Lite (current default)full p3-tyre · Ideogram 4.5 (regular, medium)full p3-tyre · Ideogram 4.5 Precise Edit, lowmoved full p3-tyre · Ideogram 4.5 Precise Edit, mediummoved full p3-tyre · Ideogram 4.5 + product mask, lowfull p3-tyre · Ideogram 4.5 + product mask, mediumfull p3-tyre · Seedream 5.0 Flash Editmoved full p3-tyre · Seedream 5.0 Pro Editmoved full p3-tyre · Nano Banana Profull p3-tyre · GPT Image 2.5 (high)moved full p3-tyre · Seedream 4.5full p3-tyre · FLUX.3 Editmoved full p3-tyre · Briamoved full p4-speaker · Nano Banana 2 Lite (current default)full p4-speaker · Ideogram 4.5 (regular, medium)full p4-speaker · Ideogram 4.5 Precise Edit, lowmoved full p4-speaker · Ideogram 4.5 Precise Edit, mediummoved full p4-speaker · Ideogram 4.5 + product mask, lowfull p4-speaker · Ideogram 4.5 + product mask, mediumfull p4-speaker · Seedream 5.0 Flash Editmoved full p4-speaker · Seedream 5.0 Pro Editfull p4-speaker · Nano Banana Promoved full p4-speaker · GPT Image 2.5 (high)moved full p4-speaker · Seedream 4.5moved full p4-speaker · FLUX.3 Editmoved full p4-speaker · Briamoved full p5-detector · Nano Banana 2 Lite (current default)full p5-detector · Ideogram 4.5 (regular, medium)full p5-detector · Ideogram 4.5 Precise Edit, lowmoved full p5-detector · Ideogram 4.5 Precise Edit, mediummoved full p5-detector · Ideogram 4.5 + product mask, lowfull p5-detector · Ideogram 4.5 + product mask, mediumfull p5-detector · Seedream 5.0 Flash Editmoved full p5-detector · Seedream 5.0 Pro Editfull p5-detector · Nano Banana Profull p5-detector · GPT Image 2.5 (high)moved full p5-detector · Seedream 4.5full p5-detector · FLUX.3 Editfull p5-detector · Briamoved full p6-freshener · Nano Banana 2 Lite (current default)moved full p6-freshener · Ideogram 4.5 (regular, medium)moved full p6-freshener · Ideogram 4.5 Precise Edit, lowmoved full p6-freshener · Ideogram 4.5 Precise Edit, mediummoved full p6-freshener · Ideogram 4.5 + product mask, lowfull p6-freshener · Ideogram 4.5 + product mask, mediumfull p6-freshener · Seedream 5.0 Flash Editmoved full p6-freshener · Seedream 5.0 Pro Editmoved full p6-freshener · Nano Banana Promoved full p6-freshener · GPT Image 2.5 (high)moved full p6-freshener · Seedream 4.5moved full p6-freshener · FLUX.3 Editmoved full p6-freshener · Briamoved full p7-bottle · Nano Banana 2 Lite (current default)full p7-bottle · Ideogram 4.5 (regular, medium)moved full p7-bottle · Ideogram 4.5 Precise Edit, lowmoved full p7-bottle · Ideogram 4.5 Precise Edit, mediummoved full p7-bottle · Ideogram 4.5 + product mask, lowfull p7-bottle · Ideogram 4.5 + product mask, mediumfull p7-bottle · Seedream 5.0 Flash Editmoved full p7-bottle · Seedream 5.0 Pro Editmoved full p7-bottle · Nano Banana Promoved full p7-bottle · GPT Image 2.5 (high)moved full p7-bottle · Seedream 4.5moved full p7-bottle · FLUX.3 Editmoved full p7-bottle · Briamoved full p8-snowboard · Nano Banana 2 Lite (current default)full p8-snowboard · Ideogram 4.5 (regular, medium)full p8-snowboard · Ideogram 4.5 Precise Edit, lowfull p8-snowboard · Ideogram 4.5 Precise Edit, mediumfull p8-snowboard · Ideogram 4.5 + product mask, lowfull p8-snowboard · Ideogram 4.5 + product mask, mediumfull p8-snowboard · Seedream 5.0 Flash Editmoved full p8-snowboard · Seedream 5.0 Pro Editfull p8-snowboard · Nano Banana Profull p8-snowboard · GPT Image 2.5 (high)full p8-snowboard · Seedream 4.5full p8-snowboard · FLUX.3 Editfull p8-snowboard · Briamoved full Relight Model Price SSIM dE Sharp Kept Refused Locked SSIM Locked dE Nano Banana 2 Lite (current default) $0.0375 0.89 7.0 0.98 8/8 0 0.981 5.9 Ideogram 4.5 (regular, medium) $0.06 0.875 8.5 0.91 6/8 0 0.924 7.9 Ideogram 4.5 Precise Edit, low $0.03 0.927 7.8 1.0 8/8 0 0.942 7.6 Ideogram 4.5 Precise Edit, medium $0.06 0.825 10.4 0.925 6/8 0 0.885 9.5 Seedream 5.0 Flash Edit $0.027 0.91 7.1 1.43 7/7 1 0.969 5.7 Seedream 5.0 Pro Edit $0.0675 0.926 4.4 1.32 7/7 1 0.978 3.3 Nano Banana Pro $0.15 0.899 6.2 1.23 8/8 0 0.975 5.0 GPT Image 2.5 (high) $0.12 0.821 9.0 1.07 7/7 1 0.949 7.3 Nano Banana 2 $0.08 0.918 5.3 1.015 8/8 0 0.99 4.4 Seedream 4.5 $0.04 0.488 20.2 1.33 0/8 0 0.736 16.9
Contact sheet: relight-raw.jpg
Contact sheet: relight-lock.jpg
p1-carafe · Nano Banana 2 Lite (current default)full p1-carafe · Ideogram 4.5 (regular, medium)full p1-carafe · Ideogram 4.5 Precise Edit, lowfull p1-carafe · Ideogram 4.5 Precise Edit, mediummoved full p1-carafe · Seedream 5.0 Flash Editfull p1-carafe · Seedream 5.0 Pro Editfull p1-carafe · Nano Banana Profull p1-carafe · GPT Image 2.5 (high)full p1-carafe · Nano Banana 2full p1-carafe · Seedream 4.5moved full p2-game · Nano Banana 2 Lite (current default)full p2-game · Ideogram 4.5 (regular, medium)full p2-game · Ideogram 4.5 Precise Edit, lowfull p2-game · Ideogram 4.5 Precise Edit, mediumfull p2-game · Nano Banana Profull p2-game · Nano Banana 2full p2-game · Seedream 4.5moved full p3-tyre · Nano Banana 2 Lite (current default)full p3-tyre · Ideogram 4.5 (regular, medium)full p3-tyre · Ideogram 4.5 Precise Edit, lowfull p3-tyre · Ideogram 4.5 Precise Edit, mediumfull p3-tyre · Seedream 5.0 Flash Editfull p3-tyre · Seedream 5.0 Pro Editfull p3-tyre · Nano Banana Profull p3-tyre · GPT Image 2.5 (high)full p3-tyre · Nano Banana 2full p3-tyre · Seedream 4.5moved full p4-speaker · Nano Banana 2 Lite (current default)full p4-speaker · Ideogram 4.5 (regular, medium)moved full p4-speaker · Ideogram 4.5 Precise Edit, lowfull p4-speaker · Ideogram 4.5 Precise Edit, mediumfull p4-speaker · Seedream 5.0 Flash Editfull p4-speaker · Seedream 5.0 Pro Editfull p4-speaker · Nano Banana Profull p4-speaker · GPT Image 2.5 (high)full p4-speaker · Nano Banana 2full p4-speaker · Seedream 4.5moved full p5-detector · Nano Banana 2 Lite (current default)full p5-detector · Ideogram 4.5 (regular, medium)moved full p5-detector · Ideogram 4.5 Precise Edit, lowfull p5-detector · Ideogram 4.5 Precise Edit, mediumfull p5-detector · Seedream 5.0 Flash Editfull p5-detector · Seedream 5.0 Pro Editfull p5-detector · Nano Banana Profull p5-detector · GPT Image 2.5 (high)full p5-detector · Nano Banana 2full p5-detector · Seedream 4.5moved full p6-freshener · Nano Banana 2 Lite (current default)full p6-freshener · Ideogram 4.5 (regular, medium)full p6-freshener · Ideogram 4.5 Precise Edit, lowfull p6-freshener · Ideogram 4.5 Precise Edit, mediumfull p6-freshener · Seedream 5.0 Flash Editfull p6-freshener · Seedream 5.0 Pro Editfull p6-freshener · Nano Banana Profull p6-freshener · GPT Image 2.5 (high)full p6-freshener · Nano Banana 2full p6-freshener · Seedream 4.5moved full p7-bottle · Nano Banana 2 Lite (current default)full p7-bottle · Ideogram 4.5 (regular, medium)full p7-bottle · Ideogram 4.5 Precise Edit, lowfull p7-bottle · Ideogram 4.5 Precise Edit, mediummoved full p7-bottle · Seedream 5.0 Flash Editfull p7-bottle · Seedream 5.0 Pro Editfull p7-bottle · Nano Banana Profull p7-bottle · GPT Image 2.5 (high)full p7-bottle · Nano Banana 2full p7-bottle · Seedream 4.5moved full p8-snowboard · Nano Banana 2 Lite (current default)full p8-snowboard · Ideogram 4.5 (regular, medium)full p8-snowboard · Ideogram 4.5 Precise Edit, lowfull p8-snowboard · Ideogram 4.5 Precise Edit, mediumfull p8-snowboard · Seedream 5.0 Flash Editfull p8-snowboard · Seedream 5.0 Pro Editfull p8-snowboard · Nano Banana Profull p8-snowboard · GPT Image 2.5 (high)full p8-snowboard · Nano Banana 2full p8-snowboard · Seedream 4.5moved full Expand (16:9) Model Price SSIM dE Sharp Kept Refused Locked SSIM Locked dE Nano Banana 2 Lite (current default) $0.0375 0.839 5.5 0.645 0/8 0 0.978 1.2 Ideogram 4.5 (regular, medium) $0.06 0.871 4.5 0.515 0/8 0 0.959 1.7 Ideogram 4.5 + product mask, low $0.03 1.0 0.2 0.995 0/8 0 0.998 0.3 Ideogram 4.5 + product mask, medium $0.06 1.0 0.2 1.0 0/8 0 0.998 0.3 Seedream 5.0 Flash Edit $0.027 0.72 9.3 1.29 0/7 1 0.993 0.7 Seedream 5.0 Pro Edit $0.0675 0.809 10.7 1.11 0/7 1 0.992 0.7 Nano Banana Pro $0.15 0.879 4.9 1.05 0/8 0 0.994 0.7 GPT Image 2.5 (high) $0.12 0.661 7.6 1.0 0/7 1 0.992 0.8 Nano Banana 2 $0.08 0.855 6.0 0.64 0/8 0 0.97 1.3 Bria $0.04 0.97 2.1 0.82 0/8 0 0.993 0.7
Contact sheet: expand-raw.jpg
Contact sheet: expand-lock.jpg
p1-carafe · Nano Banana 2 Lite (current default)moved full p1-carafe · Ideogram 4.5 (regular, medium)moved full p1-carafe · Ideogram 4.5 + product mask, lowmoved full p1-carafe · Ideogram 4.5 + product mask, mediummoved full p1-carafe · Seedream 5.0 Flash Editmoved full p1-carafe · Seedream 5.0 Pro Editmoved full p1-carafe · Nano Banana Promoved full p1-carafe · GPT Image 2.5 (high)moved full p1-carafe · Nano Banana 2moved full p1-carafe · Briamoved full p2-game · Nano Banana 2 Lite (current default)moved full p2-game · Ideogram 4.5 (regular, medium)moved full p2-game · Ideogram 4.5 + product mask, lowmoved full p2-game · Ideogram 4.5 + product mask, mediummoved full p2-game · Nano Banana Promoved full p2-game · Nano Banana 2moved full p2-game · Briamoved full p3-tyre · Nano Banana 2 Lite (current default)moved full p3-tyre · Ideogram 4.5 (regular, medium)moved full p3-tyre · Ideogram 4.5 + product mask, lowmoved full p3-tyre · Ideogram 4.5 + product mask, mediummoved full p3-tyre · Seedream 5.0 Flash Editmoved full p3-tyre · Seedream 5.0 Pro Editmoved full p3-tyre · Nano Banana Promoved full p3-tyre · GPT Image 2.5 (high)moved full p3-tyre · Nano Banana 2moved full p3-tyre · Briamoved full p4-speaker · Nano Banana 2 Lite (current default)moved full p4-speaker · Ideogram 4.5 (regular, medium)moved full p4-speaker · Ideogram 4.5 + product mask, lowmoved full p4-speaker · Ideogram 4.5 + product mask, mediummoved full p4-speaker · Seedream 5.0 Flash Editmoved full p4-speaker · Seedream 5.0 Pro Editmoved full p4-speaker · Nano Banana Promoved full p4-speaker · GPT Image 2.5 (high)moved full p4-speaker · Nano Banana 2moved full p4-speaker · Briamoved full p5-detector · Nano Banana 2 Lite (current default)moved full p5-detector · Ideogram 4.5 (regular, medium)moved full p5-detector · Ideogram 4.5 + product mask, lowmoved full p5-detector · Ideogram 4.5 + product mask, mediummoved full p5-detector · Seedream 5.0 Flash Editmoved full p5-detector · Seedream 5.0 Pro Editmoved full p5-detector · Nano Banana Promoved full p5-detector · GPT Image 2.5 (high)moved full p5-detector · Nano Banana 2moved full p5-detector · Briamoved full p6-freshener · Nano Banana 2 Lite (current default)moved full p6-freshener · Ideogram 4.5 (regular, medium)moved full p6-freshener · Ideogram 4.5 + product mask, lowmoved full p6-freshener · Ideogram 4.5 + product mask, mediummoved full p6-freshener · Seedream 5.0 Flash Editmoved full p6-freshener · Seedream 5.0 Pro Editmoved full p6-freshener · Nano Banana Promoved full p6-freshener · GPT Image 2.5 (high)moved full p6-freshener · Nano Banana 2moved full p6-freshener · Briamoved full p7-bottle · Nano Banana 2 Lite (current default)moved full p7-bottle · Ideogram 4.5 (regular, medium)moved full p7-bottle · Ideogram 4.5 + product mask, lowmoved full p7-bottle · Ideogram 4.5 + product mask, mediummoved full p7-bottle · Seedream 5.0 Flash Editmoved full p7-bottle · Seedream 5.0 Pro Editmoved full p7-bottle · Nano Banana Promoved full p7-bottle · GPT Image 2.5 (high)moved full p7-bottle · Nano Banana 2moved full p7-bottle · Briamoved full p8-snowboard · Nano Banana 2 Lite (current default)moved full p8-snowboard · Ideogram 4.5 (regular, medium)moved full p8-snowboard · Ideogram 4.5 + product mask, lowmoved full p8-snowboard · Ideogram 4.5 + product mask, mediummoved full p8-snowboard · Seedream 5.0 Flash Editmoved full p8-snowboard · Seedream 5.0 Pro Editmoved full p8-snowboard · Nano Banana Promoved full p8-snowboard · GPT Image 2.5 (high)moved full p8-snowboard · Nano Banana 2moved full p8-snowboard · Briamoved full Shadow Model Price SSIM dE Sharp Kept Refused Locked SSIM Locked dE Nano Banana 2 Lite (current default) $0.0375 0.905 5.6 0.95 6/8 0 1.0 0.2 Ideogram 4.5 (regular, medium) $0.06 0.965 5.1 0.915 5/8 0 1.0 0.3 Ideogram 4.5 Precise Edit, low $0.03 0.969 5.5 0.995 8/8 0 1.0 0.0 Ideogram 4.5 Precise Edit, medium $0.06 0.946 5.2 0.99 5/8 0 1.0 0.4 Ideogram 4.5 + product mask, low $0.03 1.0 0.0 1.0 8/8 0 1.0 0.0 Ideogram 4.5 + product mask, medium $0.06 1.0 0.6 1.0 8/8 0 1.0 0.0 Seedream 5.0 Flash Edit $0.027 0.889 6.5 1.44 5/7 1 0.994 0.5 Seedream 5.0 Pro Edit $0.0675 0.936 4.0 1.32 6/7 1 0.995 0.5 Nano Banana Pro $0.15 0.937 5.4 1.14 7/8 0 0.992 0.8 GPT Image 2.5 (high) $0.12 0.859 7.0 1.02 7/7 1 0.993 0.5
Contact sheet: shadow-raw.jpg
Contact sheet: shadow-lock.jpg
p1-carafe · Nano Banana 2 Lite (current default)full p1-carafe · Ideogram 4.5 (regular, medium)moved full p1-carafe · Ideogram 4.5 Precise Edit, lowfull p1-carafe · Ideogram 4.5 Precise Edit, mediummoved full p1-carafe · Ideogram 4.5 + product mask, lowfull p1-carafe · Ideogram 4.5 + product mask, mediumfull p1-carafe · Seedream 5.0 Flash Editmoved full p1-carafe · Seedream 5.0 Pro Editfull p1-carafe · Nano Banana Profull p1-carafe · GPT Image 2.5 (high)full p2-game · Nano Banana 2 Lite (current default)full p2-game · Ideogram 4.5 (regular, medium)full p2-game · Ideogram 4.5 Precise Edit, lowfull p2-game · Ideogram 4.5 Precise Edit, mediumfull p2-game · Ideogram 4.5 + product mask, lowfull p2-game · Ideogram 4.5 + product mask, mediumfull p2-game · Nano Banana Profull p3-tyre · Nano Banana 2 Lite (current default)full p3-tyre · Ideogram 4.5 (regular, medium)full p3-tyre · Ideogram 4.5 Precise Edit, lowfull p3-tyre · Ideogram 4.5 Precise Edit, mediumfull p3-tyre · Ideogram 4.5 + product mask, lowfull p3-tyre · Ideogram 4.5 + product mask, mediumfull p3-tyre · Seedream 5.0 Flash Editfull p3-tyre · Seedream 5.0 Pro Editfull p3-tyre · Nano Banana Profull p3-tyre · GPT Image 2.5 (high)full p4-speaker · Nano Banana 2 Lite (current default)full p4-speaker · Ideogram 4.5 (regular, medium)full p4-speaker · Ideogram 4.5 Precise Edit, lowfull p4-speaker · Ideogram 4.5 Precise Edit, mediummoved full p4-speaker · Ideogram 4.5 + product mask, lowfull p4-speaker · Ideogram 4.5 + product mask, mediumfull p4-speaker · Seedream 5.0 Flash Editfull p4-speaker · Seedream 5.0 Pro Editfull p4-speaker · Nano Banana Profull p4-speaker · GPT Image 2.5 (high)full p5-detector · Nano Banana 2 Lite (current default)full p5-detector · Ideogram 4.5 (regular, medium)full p5-detector · Ideogram 4.5 Precise Edit, lowfull p5-detector · Ideogram 4.5 Precise Edit, mediummoved full p5-detector · Ideogram 4.5 + product mask, lowfull p5-detector · Ideogram 4.5 + product mask, mediumfull p5-detector · Seedream 5.0 Flash Editfull p5-detector · Seedream 5.0 Pro Editfull p5-detector · Nano Banana Promoved full p5-detector · GPT Image 2.5 (high)full p6-freshener · Nano Banana 2 Lite (current default)moved full p6-freshener · Ideogram 4.5 (regular, medium)moved full p6-freshener · Ideogram 4.5 Precise Edit, lowfull p6-freshener · Ideogram 4.5 Precise Edit, mediumfull p6-freshener · Ideogram 4.5 + product mask, lowfull p6-freshener · Ideogram 4.5 + product mask, mediumfull p6-freshener · Seedream 5.0 Flash Editmoved full p6-freshener · Seedream 5.0 Pro Editmoved full p6-freshener · Nano Banana Profull p6-freshener · GPT Image 2.5 (high)full p7-bottle · Nano Banana 2 Lite (current default)moved full p7-bottle · Ideogram 4.5 (regular, medium)moved full p7-bottle · Ideogram 4.5 Precise Edit, lowfull p7-bottle · Ideogram 4.5 Precise Edit, mediumfull p7-bottle · Ideogram 4.5 + product mask, lowfull p7-bottle · Ideogram 4.5 + product mask, mediumfull p7-bottle · Seedream 5.0 Flash Editfull p7-bottle · Seedream 5.0 Pro Editfull p7-bottle · Nano Banana Profull p7-bottle · GPT Image 2.5 (high)full p8-snowboard · Nano Banana 2 Lite (current default)full p8-snowboard · Ideogram 4.5 (regular, medium)full p8-snowboard · Ideogram 4.5 Precise Edit, lowfull p8-snowboard · Ideogram 4.5 Precise Edit, mediumfull p8-snowboard · Ideogram 4.5 + product mask, lowfull p8-snowboard · Ideogram 4.5 + product mask, mediumfull p8-snowboard · Seedream 5.0 Flash Editfull p8-snowboard · Seedream 5.0 Pro Editfull p8-snowboard · Nano Banana Profull p8-snowboard · GPT Image 2.5 (high)full Ghost mannequin Model Price SSIM dE Sharp Kept Refused Locked SSIM Locked dE Nano Banana 2 Lite (current default) $0.0375 0.868 8.0 1.38 3/3 0 0.997 0.3 Ideogram 4.5 (regular, medium) $0.06 0.988 2.2 0.99 3/3 0 1.0 0.0 Ideogram 4.5 Precise Edit, low $0.03 0.991 0.4 0.98 3/3 0 1.0 0.0 Ideogram 4.5 Precise Edit, medium $0.06 0.93 2.4 0.93 2/3 0 0.999 0.2 Ideogram 4.5 + product mask, low $0.03 0.988 0.7 0.98 3/3 0 0.999 0.0 Ideogram 4.5 + product mask, medium $0.06 0.991 0.4 0.98 3/3 0 0.999 0.0 Seedream 5.0 Flash Edit $0.027 0.67 8.1 2.05 0/3 0 0.976 0.8 Seedream 5.0 Pro Edit $0.0675 0.677 7.1 2.43 0/3 0 0.981 0.8 Nano Banana Pro $0.15 0.59 8.2 2.25 1/3 0 0.978 0.7 GPT Image 2.5 (high) $0.12 0.615 6.7 2.365 1/2 0 0.986 0.6
Contact sheet: ghost-raw.jpg
Contact sheet: ghost-lock.jpg
g1-parka · Nano Banana 2 Lite (current default)full g1-parka · Ideogram 4.5 (regular, medium)full g1-parka · Ideogram 4.5 Precise Edit, lowfull g1-parka · Ideogram 4.5 Precise Edit, mediummoved full g1-parka · Ideogram 4.5 + product mask, lowfull g1-parka · Ideogram 4.5 + product mask, mediumfull g1-parka · Seedream 5.0 Flash Editmoved full g1-parka · Seedream 5.0 Pro Editmoved full g1-parka · Nano Banana Promoved full g1-parka · GPT Image 2.5 (high)moved full g2-jacket · Nano Banana 2 Lite (current default)full g2-jacket · Ideogram 4.5 (regular, medium)full g2-jacket · Ideogram 4.5 Precise Edit, lowfull g2-jacket · Ideogram 4.5 Precise Edit, mediumfull g2-jacket · Ideogram 4.5 + product mask, lowfull g2-jacket · Ideogram 4.5 + product mask, mediumfull g2-jacket · Seedream 5.0 Flash Editmoved full g2-jacket · Seedream 5.0 Pro Editmoved full g2-jacket · Nano Banana Promoved full g2-jacket · GPT Image 2.5 (high) g3-parka-back · Nano Banana 2 Lite (current default)full g3-parka-back · Ideogram 4.5 (regular, medium)full g3-parka-back · Ideogram 4.5 Precise Edit, lowfull g3-parka-back · Ideogram 4.5 Precise Edit, mediumfull g3-parka-back · Ideogram 4.5 + product mask, lowfull g3-parka-back · Ideogram 4.5 + product mask, mediumfull g3-parka-back · Seedream 5.0 Flash Editmoved full g3-parka-back · Seedream 5.0 Pro Editmoved full g3-parka-back · Nano Banana Profull g3-parka-back · GPT Image 2.5 (high)full live-proof.jpg bg-ideo-mask-low-lock-edges.jpg relight-nbl-lock-edges.jpg 
