ServImage - Deliverable Acceptance: leaderboard
Metric: Deliverable acceptance rate (%): share of individual generated or edited images approved by human payment decisions, 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 | 79.88 |
| 2 | GPT-Image-1 | 46.38 |
| 3 | Seedream-3.0 | 41.54 |
| 4 | Seedream-4.0 | 40.18 |
| 5 | GPT-Image-1-Mini | 37.62 |
| 6 | Nano Banana | 34.56 |
| 7 | Ideogram-v3 | 31.67 |
| 8 | Qwen-Image | 30.4 |
| 9 | Kling-v2 | 28.85 |
| 10 | Imagen-4.0 | 28.1 |
Interactive version: theaggregate.ai/benchmark?slug=servimage-deliverable-acceptance · How It Works · Data refreshed daily, snapshot 2026-10-07.