Generation highlights
How the top models compare
Best models, by
Best Image Editing Models by Price
1 model without pricing omitted.
Best Image Editing Models by Speed
Best AI Models for Image Editing
| # | Model | Elo |
|---|---|---|
| 1 | 1249 | |
| 2 | 1241 | |
| 3 | 1228 | |
| 4 | 1225 | |
| 5 | 1218 | |
| 6 | 1215 | |
| 7 | 1215 | |
| 8 | 1210 | |
| 9 | 1209 | |
| 10 | 1209 |
| 11 | 1208 | |
| 12 | 1206 | |
| 13 | 1206 | |
| 14 | 1204 | |
| 15 | 1203 | |
| 16 | 1202 | |
| 17 | 1197 | |
| 18 | 1190 | |
| 19 | 1175 | |
| 20 | 1169 | |
| 21 | 1155 | |
| 22 | 1153 | |
| 23 | 1146 | |
| 24 | 1146 | |
| 25 | 1143 | |
| 26 | 1121 | |
| 27 | 1117 | |
| 28 | 1109 | |
| 29 | 1095 | |
| 30 | 1090 |
As of July 2026, Nano Banana Pro leads the Image Editing arena with an Elo of 1249, maintaining a narrow 8-point lead over its sibling model, Nano Banana 2. Competition at the top is exceptionally tight, with the top three models—including OpenAI's GPT Image 2 (1238 Elo)—separated by an Elo gap of just 1.1%. Despite ranking sixth overall, the budget-tier FLUX.2 [klein] 9B (1217 Elo) stands out by offering a 61.4% win rate at a price point 91% lower than the current leader.
Rivalries
Aggregate head-to-head across the arena
Highlighted challenges
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.
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.
Recent SOTA shifts in Image Editing
Full historyFAQ
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 1249. 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.
Keep the arena honest
Cast your vote
Pick winners in blind matchups. Every vote nudges the Elo and shapes these rankings.
Cast Your VoteSuggest a prompt
Got an idea worth testing? Submit a prompt and watch the models battle it out.