ServImage: leaderboard
Metric: Task acceptance rate (%): share of real commercial imaging-service tasks (portrait, product, digital) whose deliverables a human client would pay for, standard settlement scenario; higher is better. Source: arxiv.org. Saturation forecast: Rough model projection: around 2026. 16 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Nano Banana Pro | 70.5 |
| 2 | GPT-Image-1 | 48.22 |
| 3 | Kling-v2 | 40.22 |
| 4 | MJ-Relax-Imagine (ServImage checkpoint unspecified) | 37.66 |
| 5 | GPT-Image-1-Mini | 32.36 |
| 6 | Seedream-3.0 | 31.4 |
| 7 | Seedream-4.0 | 31.12 |
| 8 | Imagen-4.0 | 31.03 |
| 9 | Nano Banana | 29.91 |
| 10 | Ideogram-v3 | 25.89 |
Interactive version: theaggregate.ai/benchmark?slug=servimage · How It Works · Data refreshed daily, snapshot 2026-10-07.