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 1245. 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 Preservation

Preservation · Image Editing

Elo rankings from blind votes across 7 challenges in this category.

Grok Imagine Image Pro

Highlights

10 images

Before After

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

1 model without pricing omitted.

Best AI Models for Preservation

23 models ranked · Last update: June 26, 2026 1:58 PM

#	Model	Price	¢/img	Elo
1	Nano Banana Pro Google	$$$	6.7¢	1245
2	Nano Banana 2 Google	$$	2.2¢	1240
3	FLUX.2 [flex] Black Forest Labs	$$$	6¢	1232
4	GPT Image 1.5 OpenAI	$	0.9¢	1228
5	GPT Image 2 OpenAI	$$	3.9¢	1224
6	Grok Imagine Image Pro xAI	$$$	7¢	1214
7	Seedream 5.0 Lite ByteDance	$$	3.5¢	1213
8	Nano Banana Google	$$	3.9¢	1213
9	Seedream 4.5 ByteDance	$$	4¢	1212
10	Wan 2.6 Alibaba	$$	3¢	1209

11	FLUX.2 [klein] 9B Black Forest Labs	$	0.6¢	1207
12	FLUX.2 [max] Black Forest Labs	$$	3¢	1206
13	FLUX.2 [pro] Black Forest Labs	$$	1.5¢	1201
14	Qwen Image Edit 2511 Alibaba	$$	3¢	1200
15	Grok Imagine Image xAI	$$	2¢	1192
16	GPT Image 1 Mini OpenAI	$	0.5¢	1192
17	Reve Image 1.0 Reve AI	$$	4¢	1181
18	Seedream 4.0 ByteDance	$$	3¢	1162
19	Wan 2.7 Pro Alibaba	$$$	7.5¢	1136
20	GPT Image 1 OpenAI	$$	1.1¢	1131
21	Wan 2.7 Alibaba	$$	3¢	1115
22	Z-Image Turbo Alibaba	$	0.5¢	1111
23	FLUX.2 [dev] Turbo fal	$	0.8¢	1078

Rivalries

Aggregate head-to-head across the arena

Qwen Image Edit 2511 Nano Banana 2

44% 3 challenges 52%

Nano Banana GPT Image 1.5

53% 5 challenges 47%

Wan 2.6 FLUX.2 [max]

44% 5 challenges 50%

Seedream 4.5 Nano Banana Pro

41% 5 challenges 59%

Think a model is ranked wrong? Cast your vote

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.

View all challenges

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Models · slot A

Preservation · Image Editing

Highlights

Best models, by

Best Image Editing Models by Price

Best Image Editing Models by Speed

Best AI Models for Preservation

Rivalries

Highlighted challenges

Man and Car in California

Bald man challenge

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