What is the best AI image editing model?

Based on blind community voting, Seedream 4.5 is currently the #1 ranked AI image editing model with an Elo rating of 1240. Rankings update in real time as new votes come in.

How are AI image editing 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 Anime

Ranking the best AI image editing models for anime, based on 1 blind community-voted challenge.

Highlights

5 images

Best AI Models for Anime

14 models ranked · Last update: June 15, 2026 2:39 AM

#	Model	Price	¢/img	Elo
1	Seedream 4.5 ByteDance	$$	4¢	1240
2	Grok Imagine Image Pro xAI	$$$	7¢	1235
3	Nano Banana 2 Google	$$	2.2¢	1229
4	FLUX.2 [max] Black Forest Labs	$$	3¢	1225
5	Seedream 4.0 ByteDance	$$	3¢	1222
6	FLUX.2 [pro] Black Forest Labs	$$	1.5¢	1216
7	Seedream 5.0 Lite ByteDance	$$	3.5¢	1214
8	Nano Banana Pro Google	$$$	6.7¢	1207
9	Reve Image 1.0 Reve AI	$$	4¢	1207
10	Qwen Image Edit 2511 Alibaba	$$	3¢	1192

11	Wan 2.6 Alibaba	$$	3¢	1189
12	Grok Imagine Image xAI	$$	2¢	1189
13	GPT Image 1.5 OpenAI	$	0.9¢	1178
14	Nano Banana Google	$$	3.9¢	1155

ByteDance’s Seedream 4.5 leads the Anime category with a 69.7% win rate and 1240 Elo, outperforming overall leaderboard giants like FLUX.2 [max]. Google’s Nano Banana 2 offers a competitive 1229 Elo at nearly half the price-per-image of the higher-ranked Grok Imagine Image Pro.

Elo vs Cost

Elo vs Speed

3 models waiting for enough speed data

Highlighted Battles

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

Nano Banana Pro vs Grok Imagine Image

Studio Ghibli Anime Style

50% · 50%

GPT Image 1.5 vs Qwen Image Edit 2511

Studio Ghibli Anime Style

50% · 50%

Think a model is ranked wrong? Cast your vote

Challenges

Studio Ghibli Anime Style Image Editing Anime

Edit instruction

“Transform this photo into a Studio Ghibli–inspired illustration. Use soft pastel colors, hand-painted textures, gentle lighting, dreamy backgrounds, and a warm, nostalgic mood”

Input

Top 3

FLUX.2 [max]

Seedream 4.5

Grok Imagine Image

Bottom 3

Seedream 4.0

Wan 2.6

Nano Banana

14 models competed

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