What is the best AI image editing model?

Based on blind community voting, Nano Banana Pro is currently the #1 ranked AI image editing model with an Elo rating of 1292. 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.

Best AI Models for Backgrounds & Scenes

Backgrounds & Scenes · Image Editing

Elo rankings from blind votes across 1 challenge in this category.

Grok Imagine Image Pro

Highlights

5 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 Image Editing Models by Price

Best AI Models for Backgrounds & Scenes

16 models ranked · Last update: July 29, 2026 1:28 AM

#	Model	Price	¢/img	Elo
1	Nano Banana Pro Google	$$$	6.7¢	1292
2	Wan 2.6 Alibaba	$$	3¢	1285
3	FLUX.2 [flex] Black Forest Labs	$$$	6¢	1254
4	Nano Banana Google	$$	3.9¢	1251
5	FLUX.2 [pro] Black Forest Labs	$$	1.5¢	1248
6	Nano Banana 2 Google	$$	2.2¢	1246
7	Qwen Image Edit 2511 Alibaba	$$	3¢	1244
8	GPT Image 1.5 OpenAI	$	0.9¢	1243
9	FLUX.2 [max] Black Forest Labs	$$	3¢	1233
10	Reve Image 1.0 Reve AI	$$	4¢	1226

11	Seedream 5.0 Lite ByteDance	$$	3.5¢	1222
12	Grok Imagine Image xAI	$$	2¢	1217
13	Seedream 4.5 ByteDance	$$	4¢	1215
14	Grok Imagine Image Pro xAI	$$$	7¢	1214
15	Seedream 4.0 ByteDance	$$	3¢	1191
16	Z-Image Turbo Alibaba	$	0.5¢	1059

Google's Nano Banana Pro leads the category with a 68.6% win rate and 1292 Elo, outperforming the overall leaderboard's top-tier models for environmental composition. Alibaba's Wan 2.6 follows closely at 1285 Elo, providing a similar performance tier at less than half the price per image.

Rivalries

Aggregate head-to-head across the arena

Qwen Image Edit 2511 Nano Banana 2

47% 1 challenge 49%

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Highlighted challenges

Image Editing Photorealism Adding & Editing Objects

Man and Car in California

Combines two references (a person and a car) into one believable driving scene. It checks whether the model keeps the man’s identity and the car’s appearance while placing them convincingly on the coastline with matched lighting and perspective.

Image Editing Photorealism Face & Identity

Bald man challenge

A targeted edit test. Adding a realistic head of hair requires a believable hairline and texture while keeping the face, expression, and lighting unchanged. Common failures are wig-like or pasted-on hair and subtle changes to the underlying face.

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Models · slot A

Backgrounds & Scenes · Image Editing

Highlights

Best models, by

Best Image Editing Models by Price

Best Image Editing Models by Speed

Best AI Models for Backgrounds & Scenes

Rivalries

Highlighted challenges

Man and Car in California

Bald man challenge

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