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license: cc-by-4.0
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# 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.

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*All tests completed successfully on October 27, 2026*