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MAI-Image-2.6vs.Muse Image

Which one is better?

In our own test both are on par. In the arena, MAI-Image-2.6 leads. MAI-Image-2.6 costs 3.9 times as much per image.

Test images

Same task, the first image of each. The task with the biggest difference is preselected.

MAI-Image-2.6: Infographic, first image from the fixed test run
MAI-Image-2.661 out of 100
Muse Image: Infographic, first image from the fixed test run
Muse Image86 out of 100

Result for “Infographic”:Muse Image slightly ahead

Prompt given to both modelsCreate a square German infographic titled SO FUNKTIONIERT PHOTOSYNTHESE. Show exactly four numbered steps in this order: 1 LICHT, 2 WASSER, 3 CO₂, 4 ZUCKER + SAUERSTOFF. Use a clean editorial science style with one plant cross-section, simple arrows, high contrast, legible labels, and no other text.

What the rating looks at: Numbers, labels, and visual organization.

“Ahead”: better in all three rating rounds. “Slightly ahead”: a higher value, but not in every round.

Test protocol of the images

Each test attempt uses the same archived prompt and one request. The first output of that attempt counts. Repeats after technical test failures are disclosed for the affected images. 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

MAI-Image-2.6: openrouter, aspect ratio 1:1, provider default resolution, received 1024x1024, n=1, seed=provider random, actual cost $0.039287, generated Nov 1, 2026, 8:42 AM. Source

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

Protocol gradually-image-comparison-v1. Prompt SHA 256: 985a75b38642a9f0e5e0c0e0c67f1b7f67780d42bd2168fa24e9a7a7a94b0da6

MAI-Image-2.6 image SHA 256: d35364051eca0758b88795df477d282641f6ca6892e81b904352e3fd5489ae69

Muse Image image SHA 256: 356427fe1ec15a444aae4eab2194344c7fe6b17ef205a8db16c1d64dbacb750e

Infographic

MAI-Image-2.6: openrouter, aspect ratio 1:1, provider default resolution, received 1024x1024, n=1, seed=provider random, actual cost $0.039317, generated Nov 1, 2026, 8:42 AM. Source

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

Protocol gradually-image-comparison-v1. Prompt SHA 256: ed65cb4e6a51e2336f8b149ad4cbb16e020f07d527ad94362e719d2dcf91d94f

MAI-Image-2.6 image SHA 256: cdc9c16cd554a18da292c721b142e5d78dd042fdde2539f797612bfd9cd674ef

Muse Image image SHA 256: c8b096001990f57cb5225f6387485b391a4a5e3c3031e7b0524a4c19e1e01bc8

Product photography

MAI-Image-2.6: openrouter, aspect ratio 1:1, provider default resolution, received 1024x1024, n=1, seed=provider random, actual cost $0.039292, generated Nov 1, 2026, 8:41 AM. Source

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

Protocol gradually-image-comparison-v1. Prompt SHA 256: c67fd71e91304458a2feef5c91efa8677260fab0c0099a29a2c52cb579f5b2f3

MAI-Image-2.6 image SHA 256: a66f522e0ff2012b95dc3bc123216de7807206c9e91dd7711cd78eb34a234beb

Muse Image image SHA 256: 0cb5d4c3dbe33c840ba87f0e8af255deec9e7e02eb6c7f172310af433e78fdb6

Typography and layout

MAI-Image-2.6: openrouter, aspect ratio 1:1, provider default resolution, received 1024x1024, n=1, seed=provider random, actual cost $0.039252, generated Nov 1, 2026, 8:41 AM. Source

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

Protocol gradually-image-comparison-v1. Prompt SHA 256: 2e012c3d14ee5dd02203a94f394ca80a5038cdebd6032b25a8b8a221f2255419

MAI-Image-2.6 image SHA 256: 48fa1551aee7dcd737179b5ae860d30562fbd234321b8d8ade334cb40291fb47

Muse Image image SHA 256: b8232890082d6bdd72dd7be99d98a573566a2c62f94597ecdda2bd9110e2e143

The numbers at a glance

Arena ratingfrom votes by users · higher is better
1,331

MAI-Image-2.6

Rank 4 of 21

1,268

Muse Image

Rank 7 of 21

GraduallyBenchour own rating, 0 to 100 · higher is better
68

MAI-Image-2.6

Rank 28 of 108

78

Muse Image

Rank 4 of 108

Price per imagedollars through the API · lower is better
$0.039

MAI-Image-2.6

fairly cheap

$0.01

Muse Image

cheap

Ranks among the 21 image models with an arena rating and the 108 with a GraduallyBench run; prices compared with 28 models with an API price.

MAI-Image-2.6

Subscription
n/a No plan in Germany names exactly this model.
Via API
$0.039 per image, 100 images $3.89.

Muse Image

Subscription
Free to use at Meta (Meta AI Free). Through other providers from ≈ €9.54 a month (Krea Basic, with limited credits). 6 plans in Germany.
Via API
$0.01 per image, 100 images $1.

Subscriptions only count plans that name exactly this model. Subscription prices include VAT, API prices are in dollars.

Arena rating (LMArena) from Nov 6, 2026 · GraduallyBench from Nov 3, 2026 · API prices from Nov 6, 2026 · Subscription database from Sep 29, 2026 (38 days old)

All data side by side

The better value is bold. For ratings only when the gap is clear.

KennzahlMAI-Image-2.6Muse Image
Ratings
Arena ratingfrom votes by users, higher is better1,3311,268
Arena rankRank 4 of 21Rank 7 of 21
Arena votesmore votes, a safer rating38,07157,568
GraduallyBenchour own rating, 0 to 1006878
GraduallyBench by task
Typography and layoutLegible text, hierarchy, and composition6286
Product photographyMaterials, reflections, and fine details8881
Character and detailAnatomy, clothing, and spatial consistency6361
InfographicNumbers, labels, and visual organization6186
API price
Per imagelower is better$0.039$0.01
100 images$3.89$1
Profile
ReleasedJul 31, 2026Jul 7, 2026
Weightsopen means: runs locallyproprietaryproprietary
LifecyclePreview in Microsoft Foundryno notice
AccessAPIAPI, Web app
Parametersnot publishednot published
Largest output2,359,296 pixelsnot consistently published
Plans in Germanynaming exactly this modeln/a6

API prices for one image at 1,024 × 1,024 pixels according to Artificial Analysis.

Sources: MAI-Image-2.6 model source, status source (verified Sep 24, 2026) · Muse Image model source (verified Sep 26, 2026)

Arena ratings by category

From blind votes on LMArena. “Ahead” means the lead is clear.

Arena rating per categoryfrom votes by users · higher is betterMAI-Image-2.6Muse Image
Text to Image ArenaMAI-Image-2.6: 1,168Muse Image: 1,128MAI-Image-2.6 ahead
Image Editing ArenaMAI-Image-2.6: 1,149Muse Image: 1,128level
Text to Image: 3D modelingMAI-Image-2.6: 1,324Muse Image: 1,238MAI-Image-2.6 ahead
Text to Image: Agentic image generationMAI-Image-2.6: 1,316Muse Image: 1,235MAI-Image-2.6 ahead
Text to Image: ArtMAI-Image-2.6: 1,338Muse Image: 1,259MAI-Image-2.6 ahead
Text to Image: CartoonMAI-Image-2.6: 1,349Muse Image: 1,275MAI-Image-2.6 ahead
Text to Image: Commercial designMAI-Image-2.6: 1,333Muse Image: 1,258MAI-Image-2.6 ahead
Text to Image: OverallMAI-Image-2.6: 1,331Muse Image: 1,268MAI-Image-2.6 ahead
Text to Image: PhotorealismMAI-Image-2.6: 1,331Muse Image: 1,278MAI-Image-2.6 ahead
Text to Image: PortraitsMAI-Image-2.6: 1,342Muse Image: 1,290MAI-Image-2.6 ahead
Text to Image: Text renderingMAI-Image-2.6: 1,366Muse Image: 1,293MAI-Image-2.6 ahead
Image Editing: Agentic image generationMAI-Image-2.6: 1,418Muse Image: 1,382MAI-Image-2.6 ahead
Image Editing: OverallMAI-Image-2.6: 1,426Muse Image: 1,399MAI-Image-2.6 ahead

Artificial Analysis from Nov 6, 2026 · LMArena from Nov 6, 2026

All individual values with sources
RatingMAI-Image-2.6Muse ImageSource
Text to Image Arena1,1681,128Artificial AnalysisRetrieved Nov 6, 2026
Image Editing Arena1,1491,128Artificial AnalysisRetrieved Nov 6, 2026
Text to Image: 3D modeling1,3241,238LMArenaRetrieved Nov 6, 2026
Text to Image: Agentic image generation1,3161,235LMArenaRetrieved Nov 6, 2026
Text to Image: Art1,3381,259LMArenaRetrieved Nov 6, 2026
Text to Image: Cartoon1,3491,275LMArenaRetrieved Nov 6, 2026
Text to Image: Commercial design1,3331,258LMArenaRetrieved Nov 6, 2026
Text to Image: Overall1,3311,268LMArenaRetrieved Nov 6, 2026
Text to Image: Photorealism1,3311,278LMArenaRetrieved Nov 6, 2026
Text to Image: Portraits1,3421,290LMArenaRetrieved Nov 6, 2026
Text to Image: Text rendering1,3661,293LMArenaRetrieved Nov 6, 2026
Image Editing: Agentic image generation1,4181,382LMArenaRetrieved Nov 6, 2026
Image Editing: Overall1,4261,399LMArenaRetrieved Nov 6, 2026

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