Model Rankings
Community-driven rankings of TTS models based on quality, speed, and user satisfaction.
1
Bark
Overall Quality
9.2
/ 10
Best for natural-sounding speech with emotions
2
XTTS
Multilingual
9
/ 10
Excellent cross-lingual capabilities
3
Tortoise
Quality
8.8
/ 10
Highest quality but slower generation
4
RVC
Speed
8.5
/ 10
Real-time voice conversion
5
MusicGen
Music
8.3
/ 10
Best for music generation tasks
6
Vocos
Efficiency
8
/ 10
Fast and efficient vocoder
Ranking Methodology
How we evaluate TTS models
Quality (40%)
Naturalness, clarity, and emotional expression of generated speech
Speed (30%)
Generation time and real-time factor performance
Versatility (20%)
Language support, voice variety, and use case flexibility
Resource Efficiency (10%)
VRAM usage and computational requirements