AI Code Builder — Minimum Score / Threshold
Minimum Score / Threshold
Back to: [AI Code Builder — Project README](Research: AI Code Builder)
Definisi metrik: [Metrics](Success Metrics)
| Metric | Minimum (MVP) | Target Ideal (Mature) | Sifat |
|---|---|---|---|
| Visual Similarity Score (SSIM) | ≥ 0.75 | ≥ 0.90 | Soft gate |
| Layout Accuracy (IoU) | ≥ 0.70 | ≥ 0.85 | Soft gate |
| Code Compilability Rate | ≥ 95% | ≥ 99% | Hard gate |
| Component Completeness | ≥ 80% | ≥ 95% | Soft gate |
| Functional Behavior Match | ≥ 70% | ≥ 90% | Soft gate |
| Feature Classification F1 | ≥ 0.85 | ≥ 0.95 | Soft gate |
| Edge Case Handling Rate | ≥ 60% | ≥ 85% | Soft gate |
| Latency (Time-to-Code) | ≤ 15 detik | ≤ 5 detik | Soft gate |
| Failure Rate | ≤ 5% | ≤ 1% | Hard gate |
| Regeneration Rate | ≤ 30% | ≤ 10% | Soft gate |
Hard gate = wajib lolos sebelum rilis.
Soft gate = boleh sedikit di bawah threshold saat MVP asalkan tren membaik tiap cycle, tapi harus capai target ideal sebelum GA.
Threshold ini dikalibrasi ulang tiap [Cycle Retrospective](Research Methodology) berdasarkan data riil — lihat juga [Risk R4](Risk Register).