Best text-to-speech models
Voice models ranked by head-to-head human preference.
ranked by elo · 100 models · updated Aug 30 · 51–100
| # | Model | Creator | Elo |
|---|---|---|---|
| 51 | Maya 2 Flash | Maya Research | 1,069 |
| 52 | Magpie-Multilingual 357M (Feb 2026) | NVIDIA | 1,067 |
| 53 | Polly Generative | Amazon | 1,065 |
| 54 | SIMBA 1.6 | SpeechifyAI | 1,065 |
| 55 | MiMo-V2.5-TTS | Xiaomi | 1,061 |
| 56 | Maya 2 Global | Maya Research | 1,061 |
| 57 | Kokoro 82M v1.0 | Kokoro | 1,060 |
| 58 | Coda | Rime | 1,060 |
| 59 | Gemini 2.5 Flash TTS (Dec 2025) | 1,058 | |
| 60 | Chirp 3: HD | 1,057 | |
| 61 | Octave 2 | Hume AI | 1,056 |
| 62 | OpenAudio S1 Mini | Fish Audio | 1,051 |
| 63 | Async Flash v1.0 | async | 1,050 |
| 64 | Maya1 | Maya Research | 1,046 |
| 65 | Sonic English (Oct 2024) | Cartesia | 1,043 |
| 66 | Higgs Audio V3 TTS | Boson AI | 1,043 |
| 67 | Polly Long-Form | Amazon | 1,043 |
| 68 | SIMBA 1.0 | SpeechifyAI | 1,038 |
| 69 | Gemini 2.5 Pro (Dec 2025) | 1,037 | |
| 70 | T2A-01-Turbo | MiniMax | 1,035 |
| 71 | MAI-Voice-1 | Microsoft | 1,032 |
| 72 | Azure Neural | Microsoft | 1,032 |
| 73 | Octave TTS | Hume AI | 1,031 |
| 74 | Lightning v3.1 | Smallest.ai | 1,023 |
| 75 | MiMo-V2-TTS | Xiaomi | 1,023 |
| 76 | Chatterbox | Resemble AI | 1,022 |
| 77 | Raon SpeechLM | Krafton | 1,008 |
| 78 | Arcana v3 | Rime | 1,006 |
| 79 | Magpie-Multilingual 357M | NVIDIA | 1,004 |
| 80 | Zonos-v0.1 | Zyphra | 1,000 |
| 81 | Murf Speech Gen 2 | Murf AI | 981 |
| 82 | LMNT | LMNT | 979 |
| 83 | VibeVoice 1.5B | Microsoft | 969 |
| 84 | VibeVoice 7B | Microsoft | 969 |
| 85 | OpenVoice v2 | OpenVoice | 955 |
| 86 | Magpie Multilingual | NVIDIA | 942 |
| 87 | Qwen3 TTS Flash | Alibaba | 940 |
| 88 | Neuphonic TTS | Neuphonic | 935 |
| 89 | Qwen3 TTS | Alibaba | 927 |
| 90 | Kugel 3 | KugelAudio | 924 |
| 91 | XTTS v2 | Coqui | 922 |
| 92 | WaveNet | 914 | |
| 93 | Mist V2 | Rime | 898 |
| 94 | StyleTTS 2 | StyleTTS | 893 |
| 95 | Neural2 | 892 | |
| 96 | Polly Neural | Amazon | 890 |
| 97 | Standard | 884 | |
| 98 | Noiz TTS | Noiz | 869 |
| 99 | MetaVoice v1 | MetaVoice | 845 |
| 100 | Polly Standard | Amazon | 820 |
what elo means
An Elo rating from head-to-head votes: two outputs are shown side by side and people pick the better one. Higher is better, and a gap of about 100 points means the higher model wins roughly two thirds of the time.