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Backgrounds & Scenes · Image Editing

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

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

27 models ranked · Last update: November 12, 2026 3:36 AM

Nano Banana Pro leads the category with a 1292 Elo and a 68.6% win rate, narrowly outpacing Wan 2.6 (1285 Elo) in specialized background tasks. Notably, GPT Image 1.5 offers high competitive efficiency for scene generation, maintaining a 60.1% win rate despite costing 86% less per image than the category leader.

Rivalries

Aggregate head-to-head across the arena

Highlighted challenges

Best
GPT Image 1.5
Mid
Qwen Image Edit 2509
Worst
GPT Image 1 Mini
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.

Edited result
Original image
Before After
Best
Nano Banana
Edited result
Original image
Before After
Mid
Seedream 4.5
Edited result
Original image
Before After
Worst
Bria FIBO
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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