Skip to content
IFAI

Model rankings

1037 models · 5 boards · 2 sources

‹
Week of October 19, 2026
November 9, 202636 changesNovember 2, 202641 changesOctober 26, 20269 changesOctober 19, 2026247 changesOctober 12, 2026127 changesOctober 5, 202634 changesSeptember 28, 202617 changesSeptember 21, 2026115 changesSeptember 14, 2026174 changesSeptember 7, 2026144 changesAugust 31, 202620 changesAugust 24, 202615 changes
›

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
3Qwen-Audio-3.1-TTS-PlusAlibaba1,297
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
AllOpenClosed
All regionsUSChina
One row per modelAll variants
RankChangeModelScore95% interval
1—Gemini 3.8 Flash TTSClosedGoogle1,280±14
2—Gemini 3.8 Flash-Lite TTSClosedGoogle1,252±14
3—Gemini 3.1 Flash TTSClosedGoogle1,212±11
4—Azure HD 2.5ClosedMicrosoft1,140±12
5—TTS-1 HDClosedOpenAI1,102±11
6—TTS-1ClosedOpenAI1,089±10
7—Gemini 2.5 Flash Lite TTSClosedGoogle1,086±11
8—StudioClosedGoogle1,077±11
9▲ 1JourneyClosedGoogle1,077±12
10▼ 1GPT-Realtime-2ClosedOpenAI1,076±12
11—Polly GenerativeClosedAmazon1,066±11
12—Magpie-Multilingual 357M (Feb 2026)OpenNVIDIA1,063±12
13▲ 1Gemini 2.5 Flash TTS (Dec 2025)ClosedGoogle1,062±12
14▼ 1Chirp 3: HDClosedGoogle1,061±12
15▲ 1Gemini 2.5 Pro (Dec 2025)ClosedGoogle1,038±12
16▼ 1Azure NeuralClosedMicrosoft1,034±20
17—MAI-Voice-1ClosedMicrosoft1,030±12
18—Polly Long-FormClosedAmazon1,029±13
19—VibeVoice 1.5BOpenMicrosoft956±14
20—WaveNetClosedGoogle918±12
21—Polly NeuralClosedAmazon897±14
22—Neural2ClosedGoogle894±12
23—StandardClosedGoogle886±13
24—Polly StandardClosedAmazon831±16

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 “—”.