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IFAI

Model rankings

1022 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
HeyGen Video 1Video · #3New
Kimi K3.1 ProIntelligence · #4New
Gemini 4 Carbon (High)Coding · #4New
GPT-6.1 Terra (Max)Coding · #13New
MiniMax-M3.1-FlashIntelligence · #18New
RankChangeModelScore95% interval
1—Fish Audio Drama 3 PreviewOpenFish Audio1,247±15
2—Breeze TTS 2OpenBreezeBlue1,222±14
3—Ming-3.0-ttsOpenAnt Group1,188±14
4—Fish Audio S2 ProOpenFish Audio1,113±12
5—Step Audio EditX (Mar 2026)OpenStepFun1,099±12
6—Voxtral TTSOpenMistral1,091±12
7—Kokoro 82M v1.0OpenKokoro1,065±11
8—Magpie-Multilingual 357M (Feb 2026)OpenNVIDIA1,063±12
9—Maya1OpenMaya Research1,047±12
10—OpenAudio S1 MiniOpenFish Audio1,044±20
11—Higgs Audio V3 TTSOpenBoson AI1,044±13
12—ChatterboxOpenResemble AI1,024±11
13—Zonos-v0.1OpenZyphra1,000±0
14—VibeVoice 1.5BOpenMicrosoft956±14
15—OpenVoice v2OpenOpenVoice956±13
16—XTTS v2OpenCoqui916±15
17—StyleTTS 2OpenStyleTTS892±15
18—MetaVoice 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 “—”.