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IFAI

Model rankings

866 models · 5 boards · 2 sources

Text-to-speech arena · Anonymous head-to-head votes · Updated November 3, 2026

Best voice
Eleven v4ElevenLabs1,334Score
Best open model
Fish Audio Drama 3Fish Audio1,272Score
Best from China
Qwen-Audio-3.1-TTS-PlusAlibaba1,301Score
Top three by Score
1Eleven v4ElevenLabs1,334
2Eleven v4 TurboElevenLabs1,331
Top three open models
1Fish Audio Drama 3Fish Audio · #6 overall1,272
2Fish Audio Drama 3 PreviewFish Audio · #12 overall1,239
3Breeze TTS 2BreezeBlue · #13 overall1,226
This week's changes
Gemini 4 Carbon (High)Intelligence · #1New
GPT-6.1 Terra (Max)Intelligence · #6New
Fish Audio Drama 3Speech · #6New
P-Video-2-ProVideo · #11New
AssemblyAI-TTS-1Speech · #14New
RankChangeModelScore95% interval
1NewFish Audio Drama 3OpenFish Audio1,272±18
2▼ 1Fish Audio Drama 3 PreviewOpenFish Audio1,239±14
3▼ 1Breeze TTS 2OpenBreezeBlue1,226±13
4▼ 1Ming-3.0-ttsOpenAnt Group1,189±13
5NewPhonon 31M (English)OpenGradium1,111±14
6▼ 2Fish Audio S2 ProOpenFish Audio1,108±11
7▼ 2Step Audio EditX (Mar 2026)OpenStepFun1,097±12
8▼ 2Voxtral TTSOpenMistral1,089±12
9▼ 1Magpie-Multilingual 357M (Feb 2026)OpenNVIDIA1,064±12
10▼ 3Kokoro 82M v1.0OpenKokoro1,061±11
11▼ 2Maya1OpenMaya Research1,045±12
12▼ 2OpenAudio S1 MiniOpenFish Audio1,043±20
13▼ 2Higgs Audio V3 TTSOpenBoson AI1,037±13
14▼ 2ChatterboxOpenResemble AI1,022±11
15▼ 2Zonos-v0.1OpenZyphra1,000±0
16▼ 1OpenVoice v2OpenOpenVoice956±13
17▼ 3VibeVoice 1.5BOpenMicrosoft953±14
18▼ 2XTTS v2OpenCoqui915±15
19▼ 2StyleTTS 2OpenStyleTTS890±15
20▼ 2MetaVoice v1OpenMetaVoice846±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 “—”.