Kokoro 82M is the definitive open-source choice, offering a lightweight, Apache 2.0 licensed model that runs efficiently on mid-tier CPUs. Its 82 million parameters and ELO score of 1,060 make it a practical tool for prototyping and self-hosted deployments, particularly appealing to cost-sensitive teams. While its overall performance ranks it in the middle of the field, its accessibility and licensing freedom are its compelling strengths.
Kokoro 82M was ranked by 8 out of 14 AI models consulted. It achieved a consensus rank of #11 with a 58% AI agreement score. The average position given by the AIs was #8.1.
Points = base position score × AI weight. Higher-weighted AIs contribute more points per position.
| AI Model | Rank Given | Weighted Points |
|---|---|---|
| GPT-5.4(1.59x) | #8 | 3 pts |
| Mini Max M2.1(1.61x) | #8 | 3 pts |
| Seed 1.6 Flash(1.50x) | #8 | 1 pts |
| Llama 4 Maverick(1.54x) | #8 | 3 pts |
| DeepSeek(1.53x) | #8 | 3 pts |
| Jamba 1.7(1.69x) | #8 | 2 pts |
| Palmyra X5(1.65x) | #8 | 3 pts |
| Mistral Large(1.61x) | #9 | 2 pts |