The Dubbing Rubric
An evaluation of top AI dubbing solutions across 7 key categories.
Learn more about the methodology here.
Are you a provider interested in being included in this benchmark?
Email us at contact@sievedata.com
Rubric Highlights
Top-performing dubbing solutions across measurements.Overall Quality
3.83/5
🏅Sieve
Translation Quality
3.91/5
🏅Sieve
Grammar, Syntax & Terminology
3.82/5
🏅Panjaya
Voice Cloning & Speaker Identity
3.70/5
🏅Sieve
Naturalness & Accent
3.79/5
🏅HeyGen
Timing, Sync & Speed Adjustments
3.79/5
🏅HeyGen
Clarity & Noise Robustness
3.91/5
🏅Sieve
Multispeaker Handling
3.69/5
🏅Sieve
Provider Comparison
The overall experience of the dub.
Sieve
3.83 /5
VEED
3.83 /5
Panjaya
3.74 /5
HeyGen
3.52 /5
Vozo AI
3.34 /5
Dubly
3.29 /5
Rask AI
3.10 /5
Elevenlabs
2.96 /5
Captions.ai
2.91 /5
Wavel AI
2.84 /5
Vidnoz
2.72 /5
Murf AI
2.65 /5
CAMB.AI
2.12 /5
Evaluation Videos
Watch sample videos used in the evaluation process. Scores shown are for Video 1.
OriginalDubbed
Overall Score
3.81/ 5.00
Translation
4.80
Grammar
4.50
Cloning
4.00
Naturalness
4.00
Timing
4.50
Clarity
4.70
Multispeaker
0.00