# GigaHands strict conversion quality comparison | metric | published HF | strict v1 | |---|---:|---:| | episodes | 13,247 | 12,783 | | known length-misaligned episodes retained | 453 | 0 | | known length-misaligned rate | 3.420% | 0.000% | Strict rejection reasons: `video_annotation_length_mismatch=381, missing_official_video_mapping=83`. Index/file integrity: `True`. All published length mismatches removed: `True`. This comparison measures deterministic metadata/length failures. It does not by itself measure image-content alignment for episodes whose paths and lengths are internally consistent.