Muse Imagevs.Adobe Firefly Image 3
Which one is better?
In our own test, Muse Image leads. Adobe Firefly Image 3 has no arena rating yet. Adobe Firefly Image 3 has no API price.
Same prompt, two images
Same task, the first image of each. The task with the biggest difference is preselected.
Result for “Product photography”:Muse Image ahead
What the rating looks at: Materials, reflections, and fine details.
“Ahead”: better in all three rating rounds. “Slightly ahead”: a higher value, but not in every round.
Test protocol of the images
Both models receive the same archived prompt in exactly one request, and the first result counts. Files are normalized to 1,024 × 1,024 pixels without cropping. Provider resolution, randomness, quality tier and prompt processing can still differ. The images are a practical visual test, not a reconstruction of the arena configuration.
Character and detail
Muse Image: fal, aspect ratio 1:1, n=1, seed=provider random, estimated cost $0.010000, source 1600x1600, stored 1024x1024 (Lanczos3 downscale), generated Nov 1, 2026, 8:48 AM. Source
Adobe Firefly Image 3: manual, 1:1, one request, first output (first top-left candidate of native batch), exact UI model Firefly Image 3, provider-default random seed, native resolution provider default, fast mode False, no reference images, no selected effects, default content settings, source UI file Firefly_Create a square cinematic full-body portrait of a fictional bicycle courier waiting u 715099.jpg, source 2048x2048, stored 1024x1024 (Lanczos3 downscale), generated Nov 1, 2026, 10:28 PM. Source
Protocol gradually-image-comparison-v1. Prompt SHA 256: 985a75b38642a9f0e5e0c0e0c67f1b7f67780d42bd2168fa24e9a7a7a94b0da6
Muse Image image SHA 256: 356427fe1ec15a444aae4eab2194344c7fe6b17ef205a8db16c1d64dbacb750e
Adobe Firefly Image 3 image SHA 256: 9d5906a1ead81d8ccac7833e355e8ca2eb9b501c1ad6eb8afe086eb8aeb72f42
Infographic
Muse Image: fal, aspect ratio 1:1, n=1, seed=provider random, estimated cost $0.010000, source 1600x1600, stored 1024x1024 (Lanczos3 downscale), generated Nov 1, 2026, 8:49 AM. Source
Adobe Firefly Image 3: manual, 1:1, one request, first output (first top-left candidate of native batch), exact UI model Firefly Image 3, provider-default random seed, native resolution provider default, fast mode False, no reference images, no selected effects, default content settings, source UI file Firefly_Create a square German infographic titled SO FUNKTIONIERT PHOTOSYNTHESE. Show exactly 715099.jpg, source 2048x2048, stored 1024x1024 (Lanczos3 downscale), generated Nov 1, 2026, 10:28 PM. Source
Protocol gradually-image-comparison-v1. Prompt SHA 256: ed65cb4e6a51e2336f8b149ad4cbb16e020f07d527ad94362e719d2dcf91d94f
Muse Image image SHA 256: c8b096001990f57cb5225f6387485b391a4a5e3c3031e7b0524a4c19e1e01bc8
Adobe Firefly Image 3 image SHA 256: 9be22655b492fe44a2b5f906d12a9d80d68967e771177c3a7e7e9d9b8d492ad0
Product photography
Muse Image: fal, aspect ratio 1:1, n=1, seed=provider random, estimated cost $0.010000, source 1600x1600, stored 1024x1024 (Lanczos3 downscale), generated Nov 1, 2026, 8:48 AM. Source
Adobe Firefly Image 3: manual, 1:1, one request, first output (first top-left candidate of native batch), exact UI model Firefly Image 3, provider-default random seed, native resolution provider default, fast mode False, no reference images, no selected effects, default content settings, source UI file Firefly_Create a square premium product photograph of a brushed titanium wristwatch standing 715099.jpg, source 2048x2048, stored 1024x1024 (Lanczos3 downscale), generated Nov 1, 2026, 10:28 PM. Source
Protocol gradually-image-comparison-v1. Prompt SHA 256: c67fd71e91304458a2feef5c91efa8677260fab0c0099a29a2c52cb579f5b2f3
Muse Image image SHA 256: 0cb5d4c3dbe33c840ba87f0e8af255deec9e7e02eb6c7f172310af433e78fdb6
Adobe Firefly Image 3 image SHA 256: 5fc5c7d52a0a0eab5d6e0c078dfcd1723ddfdce1f4f28ee08a68bde942e89fab
Typography and layout
Muse Image: fal, aspect ratio 1:1, n=1, seed=provider random, estimated cost $0.010000, source 1600x1600, stored 1024x1024 (Lanczos3 downscale), generated Nov 1, 2026, 8:48 AM. Source
Adobe Firefly Image 3: manual, 1:1, one request, first output (first top-left candidate of native batch), exact UI model Firefly Image 3, provider-default random seed, native resolution provider default, fast mode False, no reference images, no selected effects, default content settings, source UI file Firefly_Create a square editorial poster for an imaginary night train called MONDFALTER. Show 715099.jpg, source 2048x2048, stored 1024x1024 (Lanczos3 downscale), generated Nov 1, 2026, 10:28 PM. Source
Protocol gradually-image-comparison-v1. Prompt SHA 256: 2e012c3d14ee5dd02203a94f394ca80a5038cdebd6032b25a8b8a221f2255419
Muse Image image SHA 256: b8232890082d6bdd72dd7be99d98a573566a2c62f94597ecdda2bd9110e2e143
Adobe Firefly Image 3 image SHA 256: aa88c80c984b7671eef720bb790dfde56ab82609939bf1412db2fc998ef592e7
The numbers at a glance
Muse Image
Rank 7 of 22
Adobe Firefly Image 3
not in the arena
Muse Image
Rank 7 of 74
Adobe Firefly Image 3
Rank 74 of 74
Muse Image
cheap
Adobe Firefly Image 3
no API price
Ranks among the 22 image models with an arena rating and the 74 with a GraduallyBench run; prices compared with 28 models with an API price.
Muse Image
- Subscription
- Free to use at Meta (Meta AI Free). Through other providers from ≈ €9.59 a month (Krea Basic, with limited credits). 6 plans in Germany.
- Via API
- $0.01 per image, 100 images $1.
Adobe Firefly Image 3
- Subscription
- n/a No plan in Germany names exactly this model.
- Via API
- No API price known. Access: Web app.
- Weights
- unknown.
Subscriptions only count plans that name exactly this model. Subscription prices include VAT, API prices are in dollars.
Arena rating (LMArena) from Oct 28, 2026 · GraduallyBench from Nov 1, 2026 · API prices from Oct 28, 2026 · Subscription database from Sep 29, 2026 (34 days old)
All data side by side
The better value is bold. For ratings only when the gap is clear.
| Kennzahl | Muse Image | Adobe Firefly Image 3 |
|---|---|---|
| Ratings | ||
| Arena ratingfrom votes by users, higher is better | 1,269 | n/a |
| Arena rank | Rank 7 of 22 | n/a |
| Arena votesmore votes, a safer rating | 53,444 | n/a |
| GraduallyBenchour own rating, 0 to 100 | 74 | 4 |
| GraduallyBench by task | ||
| Typography and layoutLegible text, hierarchy, and composition | 76 | 1 |
| Product photographyMaterials, reflections, and fine details | 90 | 1 |
| Character and detailAnatomy, clothing, and spatial consistency | 64 | 9 |
| InfographicNumbers, labels, and visual organization | 66 | 4 |
| API price | ||
| Per imagelower is better | $0.01 | n/a |
| 100 images | $1 | n/a |
| Profile | ||
| Released | Jul 7, 2026 | Apr 23, 2024 |
| Weightsopen means: runs locally | proprietary | unknown |
| Access | API, Web app | Web app |
| Parameters | not published | not published |
| Largest output | not consistently published | not consistently published |
| Plans in Germanynaming exactly this model | 6 | n/a |
API prices for one image at 1,024 × 1,024 pixels according to Artificial Analysis.
Sources: Muse Image model source (verified Sep 26, 2026) · Adobe Firefly Image 3 model source (verified Nov 1, 2026)
Arena ratings by category
From blind votes on LMArena. “Ahead” means the lead is clear.
No shared arena score in the stored snapshot
The stored benchmark database contains no measurement for Muse Image and Adobe Firefly Image 3 from the same arena and category. Older model versions are not used as substitutes.
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