What is the best AI text-to-image model?

Based on blind community voting, FLUX.2 [dev] Flash is currently the #1 ranked AI text-to-image model with an Elo rating of 1308. Rankings update in real time as new votes come in.

How are AI text-to-image models ranked on Lumenfall?

Lumenfall Arena ranks AI models through blind community voting. In each matchup, two models generate from the same prompt and voters pick the better result without seeing model names. Votes are processed using TrueSkill, a Bayesian rating algorithm developed by Microsoft Research, that produces a single Elo score reflecting each model's relative quality.

What is an Elo rating for AI models?

An Elo rating is a numerical score representing a model's skill relative to other models. Under the hood, Lumenfall uses TrueSkill, which tracks two values per model: mu (estimated skill) and sigma (uncertainty). The displayed Elo is calculated as 1000 + 10 x (mu - 3*sigma), a conservative lower bound. A model must prove itself consistently across many matchups to earn a high rating.

Best AI Models for Product, Branding & Commercial

Product, Branding & Commercial · Text-to-Image

Elo rankings from blind votes across 6 challenges in this category.

ImagineArt 1.5 (Preview)

Stable Diffusion 3.5 Large

1219 #18

Z-Image Turbo

1216 #19

Grok Imagine Image Pro

Highlights

10 images

Price · Performance

Best models, by

Every ranked model plotted by price against its Elo. The upper-left frontier is the best value: top quality at the lowest cost.

Best Text-to-Image Models by Price

1 model without pricing omitted.

Best AI Models for Product, Branding & Commercial

58 models ranked · Last update: July 28, 2026 5:49 AM

#	Model	Price	¢/img	Elo
1	FLUX.2 [dev] Flash fal	$	0.5¢	1308
2	Nano Banana 2 Google	$$	2.2¢	1283
3	GPT Image 1.5 OpenAI	$	0.9¢	1279
4	GPT Image 2 OpenAI	$$	3.9¢	1265
5	FLUX.2 [dev] Turbo fal	$	0.8¢	1258
6	Nano Banana Pro Google	$$$	6.7¢	1253
7	FLUX.2 [max] Black Forest Labs	$$	3¢	1249
8	Nano Banana 2 Lite Google	$$	1.7¢	1248
9	FLUX.1 [dev] Black Forest Labs	$$	2.5¢	1245
10	Grok Imagine Image xAI	$$	2¢	1243

11	FLUX.2 [pro] Black Forest Labs	$$	1.5¢		1241
12	Seedream 4.5 ByteDance	$$	4¢		1237
13	Nano Banana Google	$$	3.9¢		1235
14	ImagineArt 1.5 (Preview) Vyro AI	$$	3¢	—	1228
15	Seedream 5.0 Lite ByteDance	$$	3.5¢		1226
16	Recraft V4 Recraft AI	$$	4¢		1226
17	Stable Diffusion 3.5 Large Stability AI	$$$	6.5¢		1220
18	Z-Image Turbo Alibaba	$	0.5¢		1219
19	Grok Imagine Image Pro xAI	$$$	7¢		1216
20	FLUX.2 [klein] 4B Black Forest Labs	$	0.1¢		1215
21	Qwen Image 2512 Alibaba	$$	2¢		1214
22	Seedream 4.0 ByteDance	$$	3¢		1209
23	Recraft V4 Pro Recraft AI	$$$$	25¢		1206
24	Wan 2.5 (Preview) Alibaba	$$$	5¢		1205
25	Imagen 4.0 Ultra Generate 001 Google	$$$	6¢		1204
26	Qwen Image Max Alibaba	$$$	7.5¢		1203
27	FLUX.2 [flex] Black Forest Labs	$$$	6¢		1203
28	FLUX.1 Kontext [max] Black Forest Labs	$$$	8¢		1197
29	FLUX.1 Kontext [pro] Black Forest Labs	$$	4¢		1197
30	Qwen Image Alibaba	$$	2¢		1195

FLUX.2 [dev] Flash leads the category with a 1308 Elo and 61.5% win rate, outperforming premium rivals like Nano Banana 2 (1283 Elo) at a significantly lower $0.005/img price point. While specialized branding models like Recraft V4 hold high price tiers, OpenAI's GPT Image 1.5 and 2 remain more competitive in this commercial space, maintaining a 25+ Elo lead over Black Forest Labs' flagship FLUX.2 [pro].

Rivalries

Aggregate head-to-head across the arena

Seedream 4.0 Grok Imagine Image

50% 2 challenges 50%

GPT Image 1.5 Stable Diffusion 3.5 Large

67% 3 challenges 33%

FLUX.2 [pro] Nano Banana

36% 3 challenges 64%

Grok Imagine Image Pro Nano Banana 2

25% 3 challenges 75%

Think a model is ranked wrong? Cast your vote

Highlighted challenges

GPT Image 2 is first to make it GPT Image 2

Text-to-Image Art Photorealism

The Reversed Rodeo

This competition tests how well AI image models truly understand language versus how much they rely on visual habits from their training data. The prompt is deliberately simple on the surface but devilishly hard in practice. Most models default to the familiar trope of an astronaut riding a horse. By forcing the reversal, we measure three critical capabilities that separate good models from great ones: Strict instruction following (including negations) Accurate subject-object relationships and spatial hierarchy Resistance to strong dataset biases

Text-to-Image 3D Imaging & Modeling Photorealism

Geometric Composition

A spatial-reasoning test. Each object has a precise relationship (inside, on top, behind, seen through the glass), so it measures whether a model follows explicit placement instructions and handles transparency and refraction rather than just approximating the scene.

View all challenges

Keep the arena honest

Cast your vote

Pick winners in blind matchups. Every vote nudges the Elo and shapes these rankings.

Cast Your Vote

Suggest a prompt

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Models · slot A

Product, Branding & Commercial · Text-to-Image

Highlights

Best models, by

Best Text-to-Image Models by Price

Best Text-to-Image Models by Speed

Best AI Models for Product, Branding & Commercial

Rivalries

Highlighted challenges

The Reversed Rodeo

Geometric Composition

Cast your vote

Suggest a prompt