Adding & Editing Objects · Image Editing
Elo rankings from blind votes across 2 challenges in this category.
Highlights
10 imagesBest models, by
Best Image Editing Models by Price
1 model without pricing omitted.
Best Image Editing Models by Speed
1 model waiting for enough speed data.
Best AI Models for Adding & Editing Objects
| # | Model | Elo |
|---|---|---|
| 1 | 1263 | |
| 2 | 1261 | |
| 3 | 1253 | |
| 4 | 1252 | |
| 5 | 1242 | |
| 6 | 1237 | |
| 7 | 1228 | |
| 8 | 1228 | |
| 9 | 1202 | |
| 10 | 1198 |
| 11 | 1185 | |
| 12 | 1172 | |
| 13 | 1166 | |
| 14 | 1165 | |
| 15 | 1152 | |
| 16 | 1140 | |
| 17 | 1106 | |
| 18 | 1099 | |
| 19 | 1097 |
Nano Banana Pro (1263 Elo) and Wan 2.6 (1261 Elo) lead this category with near-identical 68% win rates, displacing broader market leaders in specialized object manipulation. While the top models are in the most expensive price tier, GPT Image 1.5 offers a competitive 60.5% win rate and 1253 Elo at a significant 86% discount per image compared to the 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.
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
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