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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
1—Gemini 3.8 Flash TTSClosedGoogle1,282±13
2—Gemini 3.8 Flash-Lite TTSClosedGoogle1,254±13
3—Gemini 3.1 Flash TTSClosedGoogle1,213±11
4—Azure HD 2.5ClosedMicrosoft1,143±11
5—TTS-1 HDClosedOpenAI1,106±11
6—TTS-1ClosedOpenAI1,086±10
7—Gemini 2.5 Flash Lite TTSClosedGoogle1,083±11
8▲ 2GPT-Realtime-2ClosedOpenAI1,072±12
9▼ 1StudioClosedGoogle1,072±11
10▼ 1JourneyClosedGoogle1,070±12
11▲ 2Gemini 2.5 Flash TTS (Dec 2025)ClosedGoogle1,068±12
12—Magpie-Multilingual 357M (Feb 2026)OpenNVIDIA1,064±12
13▼ 2Polly GenerativeClosedAmazon1,063±11
14—Chirp 3: HDClosedGoogle1,060±11
15—Gemini 2.5 Pro (Dec 2025)ClosedGoogle1,040±12
16—Azure NeuralClosedMicrosoft1,032±20
17—MAI-Voice-1ClosedMicrosoft1,030±12
18—Polly Long-FormClosedAmazon1,025±13
19—VibeVoice 1.5BOpenMicrosoft953±14
20—WaveNetClosedGoogle917±12
21—Polly NeuralClosedAmazon893±14
22—Neural2ClosedGoogle891±12
23—StandardClosedGoogle886±12
24—Polly StandardClosedAmazon830±15

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 “—”.