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IFAI

Model rankings

1037 models · 5 boards · 2 sources

Text-to-speech arena · Anonymous head-to-head votes · Updated October 19, 2026

Best voice
Eleven v4 TurboElevenLabs1,332Score
Best open model
Fish Audio Drama 3 PreviewFish Audio1,247Score
Best from China
Qwen-Audio-3.1-TTS-PlusAlibaba1,297Score
Top three by Score
1Eleven v4 TurboElevenLabs1,332
2Eleven v4ElevenLabs1,329
Top three open models
1Fish Audio Drama 3 PreviewFish Audio · #9 overall1,247
2Breeze TTS 2BreezeBlue · #11 overall1,222
3Ming-3.0-ttsAnt Group · #18 overall1,188
This week's changes
Muse Wonder Full (Max)Intelligence · #3New
FLUX 3 Max (720p)Video · #4New
Muse Wonder Full (Max)Coding · #6New
Muse Wonder (Max)Intelligence · #7New
Kimi K3.1 Pro (Max)Coding · #7New
RankChangeModelScore95% interval
1NewFish Audio Drama 3 PreviewOpenFish Audio1,247±15
2▼ 1Breeze TTS 2OpenBreezeBlue1,222±14
3NewMing-3.0-ttsOpenAnt Group1,188±14
4▼ 2Fish Audio S2 ProOpenFish Audio1,113±12
5▼ 2Step Audio EditX (Mar 2026)OpenStepFun1,099±12
6▼ 2Voxtral TTSOpenMistral1,091±12
7▼ 1Kokoro 82M v1.0OpenKokoro1,065±11
8▼ 3Magpie-Multilingual 357M (Feb 2026)OpenNVIDIA1,063±12
9▼ 2Maya1OpenMaya Research1,047±12
10▼ 2OpenAudio S1 MiniOpenFish Audio1,044±20
11▼ 2Higgs Audio V3 TTSOpenBoson AI1,044±13
12▼ 2ChatterboxOpenResemble AI1,024±11
13▼ 2Zonos-v0.1OpenZyphra1,000±0
14▼ 2VibeVoice 1.5BOpenMicrosoft956±14
15▼ 2OpenVoice v2OpenOpenVoice956±13
16▼ 2XTTS v2OpenCoqui916±15
17▼ 2StyleTTS 2OpenStyleTTS892±15
18▼ 2MetaVoice v1OpenMetaVoice847±18

Intelligence over time

Each maker's best model at the time on the Artificial Analysis Intelligence Index, by the month it was released.

Gained most · Anthropic +57.2Highest now · Anthropic 64.6Gap between highest and lowest 18.1 ptsTime range Nov 2025 – Nov 2026
64.6Anthropic60.0Google56.9OpenAI50.1Meta46.5Kimi

Arena data comes from the leaderboard dataset it publishes on Hugging Face (CC BY 4.0). Only each board's overall leaderboard is used; scores and ranks are unchanged. dataset · CC BY 4.0

Artificial Analysis data comes from its API (artificialanalysis.ai). Scores are unchanged; ranks follow the scores. artificialanalysis.ai

Open or closed follows the license Arena gives; prices and Artificial Analysis intelligence show only where model names match, otherwise “—”.