FLUX.2 Provs.MAI-Image-2.6

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 1.3 times as much per image.

Test images

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

FLUX.2 Pro: Product photography, first image from the fixed test run — FLUX.2 Pro58 out of 100

MAI-Image-2.6: Product photography, first image from the fixed test run — MAI-Image-2.688 out of 100

Result for “Product photography”:MAI-Image-2.6 ahead

Prompt given to both modelsCreate a square premium product photograph of a brushed titanium wristwatch standing upright on dark green marble. The watch has a cream dial, thin black hands set to 10:10, twelve distinct hour markers, a realistic crown, and a dark brown leather strap. Soft window light from the left, controlled reflections, shallow depth of field, no text, no logo, no extra objects.

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

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

FLUX.2 Pro: together, 1024x1024, n=1, seed=provider random, provider default steps, generated Aug 14, 2026, 12:30 PM. Source

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

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

FLUX.2 Pro image SHA 256: 9eec1a6900b6031703d2e797b93c2aba6c5f45b4807b560a0bf1e37eac9e20f2

MAI-Image-2.6 image SHA 256: d35364051eca0758b88795df477d282641f6ca6892e81b904352e3fd5489ae69

Infographic

FLUX.2 Pro: together, 1024x1024, n=1, seed=provider random, provider default steps, generated Aug 14, 2026, 12:31 PM. Source

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

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

FLUX.2 Pro image SHA 256: ea47f772cdfa26bf21528ae7e09d245eb7a3be7d3185af15cedd7d21acdfbb09

MAI-Image-2.6 image SHA 256: cdc9c16cd554a18da292c721b142e5d78dd042fdde2539f797612bfd9cd674ef

Product photography

FLUX.2 Pro: together, 1024x1024, n=1, seed=provider random, provider default steps, generated Aug 14, 2026, 12:30 PM. Source

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

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

FLUX.2 Pro image SHA 256: 4d9b922f59b329c5ac3532222c8e340e7fdcb1920ce6f03ad9299f25a6beec43

MAI-Image-2.6 image SHA 256: a66f522e0ff2012b95dc3bc123216de7807206c9e91dd7711cd78eb34a234beb

Typography and layout

FLUX.2 Pro: together, 1024x1024, n=1, seed=provider random, provider default steps, generated Aug 14, 2026, 2:02 PM. Source

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

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

FLUX.2 Pro image SHA 256: 5a5d8ccd657d7522bc39fdec4b0aecf198b42c282a5aefde9461239dfe5c0396

MAI-Image-2.6 image SHA 256: 48fa1551aee7dcd737179b5ae860d30562fbd234321b8d8ade334cb40291fb47

The numbers at a glance

Arena ratingfrom votes by users · higher is better

1,153

FLUX.2 Pro

Rank 17 of 21

1,329

MAI-Image-2.6

Rank 4 of 21

GraduallyBenchour own rating, 0 to 100 · higher is better

FLUX.2 Pro

Rank 41 of 108

MAI-Image-2.6

Rank 28 of 108

Price per imagedollars through the API · lower is better

$0.03

FLUX.2 Pro

cheap

$0.039

MAI-Image-2.6

fairly 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.

FLUX.2 Pro

Subscription: No Black Forest Labs subscription includes this model. Through other providers from ≈ €6.34 a month (ElevenLabs Starter, with limited credits). 43 plans in Germany.
Via API: $0.03 per image, 100 images $3.

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.

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 3, 2026 · API prices from Nov 3, 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.

Kennzahl	FLUX.2 Pro	MAI-Image-2.6
Ratings
Arena ratingfrom votes by users, higher is better	1,153	1,329
Arena rank	Rank 17 of 21	Rank 4 of 21
Arena votesmore votes, a safer rating	223,179	34,596
GraduallyBenchour own rating, 0 to 100	65	68
GraduallyBench by task
Typography and layoutLegible text, hierarchy, and composition	69	62
Product photographyMaterials, reflections, and fine details	58	88
Character and detailAnatomy, clothing, and spatial consistency	87	63
InfographicNumbers, labels, and visual organization	45	61
API price
Per imagelower is better	$0.03	$0.039
100 images	$3	$3.89
Profile
Released	November 2025	Jul 31, 2026
Weightsopen means: runs locally	proprietary	proprietary
Lifecycle	no notice	Preview in Microsoft Foundry
Access	API, Web app	API
Parameters	not published	not published
Largest output	4 Megapixel	2,359,296 pixels
Plans in Germanynaming exactly this model	43	n/a

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

Sources: FLUX.2 Pro model source (verified Sep 24, 2026) · MAI-Image-2.6 model source, status source (verified Sep 24, 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 betterFLUX.2 ProMAI-Image-2.6

Text to Image Arena1,0031,167ahead

Image Editing Arena1,0131,151ahead

Text to Image: 3D modeling1,1451,325ahead

Text to Image: Agentic image generation1,1371,314ahead

Text to Image: Art1,1591,337ahead

Text to Image: Cartoon1,1591,348ahead

Text to Image: Commercial design1,1541,332ahead

Text to Image: Overall1,1531,329ahead

Text to Image: Photorealism1,1511,330ahead

Text to Image: Portraits1,1441,339ahead

Text to Image: Text rendering1,1551,365ahead

Image Editing: Agentic image generation1,2161,416ahead

Image Editing: Overall1,2471,427ahead

Artificial Analysis from Nov 3, 2026 · LMArena from Oct 28, 2026

All individual values with sources

Rating	FLUX.2 Pro	MAI-Image-2.6	Source
Text to Image Arena	1,003	1,167	Artificial AnalysisRetrieved Nov 3, 2026
Image Editing Arena	1,013	1,151	Artificial AnalysisRetrieved Nov 3, 2026
Text to Image: 3D modeling	1,145	1,325	LMArenaRetrieved Oct 28, 2026
Text to Image: Agentic image generation	1,137	1,314	LMArenaRetrieved Oct 28, 2026
Text to Image: Art	1,159	1,337	LMArenaRetrieved Oct 28, 2026
Text to Image: Cartoon	1,159	1,348	LMArenaRetrieved Oct 28, 2026
Text to Image: Commercial design	1,154	1,332	LMArenaRetrieved Oct 28, 2026
Text to Image: Overall	1,153	1,329	LMArenaRetrieved Oct 28, 2026
Text to Image: Photorealism	1,151	1,330	LMArenaRetrieved Oct 28, 2026
Text to Image: Portraits	1,144	1,339	LMArenaRetrieved Oct 28, 2026
Text to Image: Text rendering	1,155	1,365	LMArenaRetrieved Oct 28, 2026
Image Editing: Agentic image generation	1,216	1,416	LMArenaRetrieved Oct 28, 2026
Image Editing: Overall	1,247	1,427	LMArenaRetrieved Oct 28, 2026

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FLUX.2 Provs.MAI-Image-2.6

Test images

The numbers at a glance

FLUX.2 Pro

MAI-Image-2.6

All data side by side

Arena ratings by category

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