What is the best AI text to image model?

Based on blind community voting, Nano Banana 2 is currently the #1 ranked AI text to image model with an Elo rating of 1256. 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.

ARENA Leaderboard

See how AI image models stack up against each other. How it works

Best AI Models for Product, Branding & Commercial

Ranking the best AI text to image models for product, branding & commercial, based on 1 blind community-voted challenge.

Highlights

5 images

Best AI Models for Product, Branding & Commercial

21 models ranked · Last update: April 23, 2026 2:52 AM

#	Model	Price	¢/img	Elo
1	Nano Banana 2 Google	$$	2.2¢	1256
2	FLUX.2 [pro] Black Forest Labs	$$	1.5¢	1244
3	GPT Image 1.5 OpenAI	$	0.9¢	1240
4	Nano Banana Google	$$	3.9¢	1217
5	FLUX.2 [dev] Turbo fal	$	0.8¢	1216
6	ImagineArt 1.5 (Preview) Vyro AI	$$	3¢	1196
7	Qwen Image 2512 Alibaba	$$	2¢	1187
8	Seedream 4.5 ByteDance	$$	4¢	1185
9	Z-Image Turbo Alibaba	$	0.5¢	1185
10	Seedream 5.0 Lite ByteDance	$$	3.5¢	1185

11	Seedream 4.0 ByteDance	$$	3¢	1179
12	Grok Imagine Image Pro xAI	$$$	7¢	1172
13	Imagen 4.0 Ultra Generate 001 Google	$$$	6¢	1171
14	Recraft V4 Recraft AI	$$	4¢	1166
15	Nano Banana Pro Google	$$$	6.7¢	1162
16	Grok Imagine Image xAI	$$	2¢	1161
17	FLUX.2 [max] Black Forest Labs	$$	3¢	1151
18	Wan 2.6 Alibaba	$$	3¢	1146
19	Stable Diffusion 3.5 Large Stability AI	$$$	6.5¢	1138
20	FLUX.2 [flex] Black Forest Labs	$$$	6¢	1114
21	Recraft V4 Pro Recraft AI	$$$$	25¢	1045

Nano Banana 2 leads the commercial category with a dominant 93.3% win rate and a 1250 Elo, outperforming GPT Image 1.5 (1240 Elo) which offers a 60% lower price point at the cost of significantly slower speeds. Notably, FLUX.2 [dev] Turbo maintains a high 71.4% win rate while being the fastest high-performing model in the top five, providing a critical efficiency advantage for branding workflows.

Elo vs Cost

Elo vs Speed

4 without speed data omitted.

Highlighted Battles

The most competitive head-to-head matchups, selected by closeness and vote count.

Seedream 4.0 vs Nano Banana Pro

Vintage Cafe Logo

50% · 50%

Seedream 4.5 vs Nano Banana Pro

Vintage Cafe Logo

50% · 50%

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Challenges

Vintage Cafe Logo Text Rendering Product, Branding & Commercial

“Vintage minimalist restaurant logo for "Caffè Florian", retro cloche dome with steam and "Est. 1720" banner, classic typography, warm brown and cream tones, subtle texture on light background, vector emblem style.”

Top 3