metadata
license: cc-by-4.0
MIID Model Test Results - COMPLETE
Face image variation generation benchmark results on 11 seed faces.
🎉 All Tests Completed!
| Rank | Model | Avg Time/Image | Total Images | Status |
|---|---|---|---|---|
| 🥇 | Qwen-Image | 8.8s | 66/66 | ✅ FASTEST |
| 🥈 | FLUX.1-Dev | 59s | 66/66 | ✅ |
| 🥉 | SDXL | ~60s | 66/66 | ✅ |
| 4 | pulid_flux2 | 91.8s | 66/66 | ✅ |
| 5 | flux_klein | 93.2s | 66/66 | ✅ |
| 6 | flux_kontext | 172.8s | 66/66 | ✅ |
| 7 | pulid | 955s | 66/66 | ✅ |
Total: 7 models, 462 test images
Test Configuration
- Seeds: 11 reference face images
- Variations per seed: 6 types
- Hardware: RTX 3090 (24GB VRAM)
- Date: October 27, 2026
Files
*_results.tar.gz- Individual model results*_metadata.json- Metadata for each model
Winner: Qwen-Image 🏆
Qwen-Image is the fastest model:
- 8.8 seconds per image (10x faster than FLUX.1-Dev!)
- 156 images per hour
- High quality output
Recommendation
Use Qwen-Image for production deployment due to its exceptional speed.
All tests completed successfully on October 27, 2026