Text-to-Speech Model Leaderboard
Ranked by Elo from blind human listening votes. The default order is the Artificial Analysis (AA) TTS leaderboard, with TTS Arena V2 shown alongside; the two Elo scales use different baselines and cannot be compared directly.
#1 on AA
Eleven v4 TurboElevenLabs · Elo 1336
#1 on TTS ArenaIInworld TTS MAXInworld · Elo 1548
Top from China
Qwen-Audio-3.1-TTS-PlusAlibaba · Elo 1307
Top open-weight
Fish Audio Drama 3 PreviewFish Audio · Elo 1248
Eleven v4 TurboElevenLabs · Elo 1336
#1 on TTS ArenaIInworld TTS MAXInworld · Elo 1548
Top from ChinaQwen-Audio-3.1-TTS-PlusAlibaba · Elo 1307
Top open-weightFish Audio Drama 3 PreviewFish Audio · Elo 1248
Recently released
By release month listed on AAFull leaderboard
123 modelsSorted by AA Elo (high to low) by default. Sort by TTS Arena Elo →
| # | Model | Artificial Analysis | TTS Arena V2 | Price $/1M chars | Released | Voices | ||
|---|---|---|---|---|---|---|---|---|
| Elo↑ | Samples | Elo | Votes | |||||
| 1 |  Polly StandardAmazon | 831±16 | 3,581 | – | – | $4 | Nov 2016 | 4 |
| 2 | MMetaVoice v1MetaVoiceOpen | 847±18 | 1,654 | – | – | – | Feb 2024 | – |
| 3 | NNoiz TTSNoiz | 873±15 | 2,426 | – | – | – | Nov 2025 | 8 |
| 4 |  StandardGoogle | 888±12 | 6,765 | – | – | $4 | Aug 2018 | 8 |
| 5 | SStyleTTS 2StyleTTS Open | 890±15 | 2,675 | – | – | $2.8 | Jun 2023 | – |
| 6 | Neural2Google | 895±12 | 6,683 | – | – | $16 | Jun 2022 | 8 |
| 7 | Polly NeuralAmazon | 897±14 | 2,972 | – | – | $16 | Jul 2019 | 7 |
| 8 | RMist V2Rime | 905±15 | 3,046 | – | – | $31.1 | Mar 2025 | 7 |
| 9 |  XTTS v2CoquiOpen | 915±15 | 2,703 | – | – | $40.4 | Nov 2023 | – |
| 10 | WaveNetGoogle | 919±12 | 6,399 | – | – | $4 | Sep 2016 | 8 |
| 11 | KKugel 3KugelAudio | 926±13 | 4,394 | – | – | – | Jun 2026 | 8 |
| 12 | Qwen3 TTSAlibabaCN | 930±13 | 3,113 | – | – | $13.8 | Jan 2026 | 8 |
| 13 | Qwen3 TTS FlashAlibabaCN | 942±14 | 2,220 | – | – | $11 | Sep 2025 | 4 |
| 14 | NNeuphonic TTSNeuphonic | 943±14 | 2,487 | – | – | $20.8 | Oct 2024 | 7 |
| 15 | OOpenVoice v2OpenVoiceOpen | 955±13 | 3,085 | – | – | $8.3 | Apr 2024 | – |
| 16 |  VibeVoice 1.5BMicrosoftOpen | 956±14 | 2,160 | – | – | – | Aug 2025 | 2 |
| 17 | MMurf Speech Gen 2Murf AI | 988±12 | 5,035 | – | – | $100 | Jul 2024 | 8 |
| 18 | ZZonos-v0.1ZyphraOpen | 1000⚓ | 4,875 | – | – | $20 | Feb 2025 | 8 |
| 19 | KRaon SpeechLMKrafton | 1006±13 | 2,216 | – | – | – | Apr 2026 | 8 |
| 20 | SLightning v3.1Smallest.ai | 1023±12 | 2,356 | – | – | $25 | Mar 2026 | 7 |
| 21 | RChatterboxResemble AIOpen | 1025±11 | 4,724 | 1471±19 | 1,806 | $25 | May 2025 | 8 |
| 22 | MAI-Voice-1Microsoft | 1030±12 | 2,363 | – | – | – | Apr 2026 | 4 |
| 23 |  T2A-01-TurboMiniMaxCN | 1031±11 | 5,000 | – | – | $30 | Jan 2025 | 8 |
| 24 | Polly Long-FormAmazon | 1031±13 | 1,986 | – | – | $100 | Nov 2023 | 3 |
| 25 | Azure NeuralMicrosoft | 1034±20 | 1,156 | – | – | $15 | Sep 2018 | 8 |
| 26 | BBland Speech v3Bland AI | 1035±12 | 2,542 | – | – | $40 | Aug 2026 | 8 |
| 27 | HOctave TTSHume AI | 1039±11 | 4,741 | 1517±23 | 1,170 | $87.5 | Feb 2025 | 8 |
| 28 | Gemini 2.5 Pro (Dec 2025)Google | 1040±12 | 2,490 | – | – | $18.3 | Dec 2025 | 4 |
| 29 | BHiggs Audio V3 TTSBoson AIOpen | 1045±13 | 2,234 | – | – | $15 | Jun 2026 | 8 |
| 30 | OpenAudio S1 MiniFish AudioOpenCN | 1045±20 | 1,682 | – | – | $15 | Jun 2025 | 8 |
| 31 | MMaya1Maya ResearchOpen | 1048±12 | 3,336 | 1401±36 | 467 | – | Jun 2025 | 4 |
| 32 | AAsync Flash v1.0async | 1050±11 | 4,106 | – | – | $10.1 | Jul 2025 | 8 |
| 33 | MMaya 2 GlobalMaya Research | 1050±13 | 2,021 | – | – | – | Jul 2026 | 4 |
| 34 | RCodaRime | 1055±12 | 2,485 | – | – | $50 | May 2026 | 7 |
| 35 | DFlux TTSDeepgram | 1055±13 | 2,226 | – | – | $45 | Aug 2026 | 8 |
| 36 |  MiMo-V2.5-TTSXiaomiCN | 1055±12 | 2,141 | – | – | – | – | 4 |
| 37 | CSonic 3Cartesia | 1058±12 | 3,580 | – | – | $49 | Oct 2025 | 8 |
| 38 | HOctave 2Hume AI | 1058±12 | 3,213 | – | – | $87.5 | Oct 2025 | 8 |
| 39 | Chirp 3: HDGoogle | 1062±12 | 3,459 | – | – | $30 | Mar 2025 | 8 |
| 40 | Gemini 2.5 Flash TTS (Dec 2025)Google | 1065±12 | 2,967 | – | – | $9.2 | Dec 2025 | 8 |
| 41 |  Magpie-Multilingual 357M (Feb 2026)NVIDIAOpen | 1065±12 | 2,315 | – | – | – | Feb 2026 | 5 |
| 42 | KKokoro 82M v1.0KokoroOpen | 1066±11 | 5,450 | 1468±26 | 1,033 | $0.7 | Jan 2025 | 8 |
| 43 | Polly GenerativeAmazon | 1067±11 | 3,851 | – | – | $30 | May 2024 | 4 |
| 44 | MMaya 2 FlashMaya Research | 1068±13 | 2,167 | – | – | – | Jul 2026 | 4 |
| 45 | T2A-01-HDMiniMaxCN | 1069±11 | 5,088 | – | – | $50 | Jan 2025 | 8 |
| 46 | JourneyGoogle | 1075±12 | 2,368 | – | – | $160 | Dec 2023 | 1 |
| 47 | StudioGoogle | 1076±11 | 4,601 | – | – | $160 | Feb 2023 | 4 |
| 48 |  GPT-Realtime-2OpenAI | 1077±12 | 2,324 | – | – | $191.6 | May 2026 | 5 |
| 49 | Flash v2.5ElevenLabs | 1078±11 | 5,849 | 1498±22 | 1,199 | $50 | Dec 2024 | 7 |
| 50 | OpenAudio S1Fish AudioCN | 1087±11 | 4,658 | 1491±28 | 608 | $15 | Jun 2025 | 8 |
| 51 | Gemini 2.5 Flash Lite TTSGoogle | 1087±11 | 3,322 | – | – | $9.2 | Dec 2025 | 5 |
| 52 | TTS-1OpenAI | 1089±10 | 6,307 | – | – | $15 | Nov 2023 | 6 |
| 53 |  Voxtral TTSMistralOpen | 1091±12 | 2,460 | – | – | $16 | Mar 2026 | 3 |
| 54 | Speech-02-TurboMiniMaxCN | 1092±11 | 4,002 | 1495±21 | 1,231 | $60 | Mar 2025 | 4 |
| 55 | Multilingual v2ElevenLabs | 1096±10 | 7,520 | 1500±23 | 1,173 | $100 | Aug 2023 | 8 |
| 56 | HSpeech 2.6HithinkCN | 1097±12 | 2,493 | 1491±30 | 587 | – | Jul 2026 | 8 |
| 57 | Turbo v2.5ElevenLabs | 1099±10 | 7,058 | 1497±21 | 1,166 | $50 | Jul 2024 | 8 |
| 58 |  Step Audio EditX (Mar 2026)StepFunOpenCN | 1100±12 | 2,359 | – | – | – | Feb 2026 | 2 |
| 59 | TTS-1 HDOpenAI | 1103±11 | 3,787 | – | – | $30 | Nov 2023 | 6 |
| 60 | Fish Audio S2 ProFish AudioOpenCN | 1110±12 | 2,750 | – | – | $15 | Mar 2026 | 4 |
| 61 | RChatterbox HDResemble AI | 1110±12 | 2,692 | – | – | $40 | May 2025 | – |
| 62 | Speech-02-HDMiniMaxCN | 1111±11 | 4,668 | 1504±21 | 1,243 | $100 | Mar 2025 | 4 |
| 63 | SSimba 3.0SpeechifyAI | 1119±11 | 3,053 | – | – | $6.6 | Feb 2026 | 8 |
| 64 | Speech 2.6 TurboMiniMaxCN | 1122±11 | 4,590 | 1514±31 | 542 | $60 | Oct 2025 | 8 |
| 65 | AAsync Pro v1.0async | 1128±12 | 2,602 | – | – | $20.2 | May 2026 | 8 |
| 66 | Speech 2.6 HDMiniMaxCN | 1130±11 | 4,316 | 1498±30 | 560 | $100 | Oct 2025 | 8 |
| 67 | Step TTS 2 (Mar 2026)StepFunCN | 1140±12 | 2,835 | – | – | $40 | Feb 2026 | 2 |
| 68 | AAsync Flash v1.5async | 1141±12 | 2,725 | – | – | $10.1 | May 2026 | 8 |
| 69 | Azure HD 2.5Microsoft | 1143±11 | 3,024 | – | – | $22 | Mar 2026 | 8 |
| 70 |  SpaceXAI TTSSpaceXAI | 1152±13 | 1,935 | – | – | $15 | Mar 2026 | 6 |
| 71 | GGradium TTS (Aug 2026)Gradium | 1154±13 | 2,493 | – | – | $47.2 | Aug 2026 | 8 |
| 72 | Speech 2.8 TurboMiniMaxCN | 1156±10 | 5,016 | 1517±31 | 533 | $60 | Feb 2026 | 8 |
| 73 | MFalcon 2Murf AI | 1158±13 | 2,501 | – | – | $10 | Jul 2026 | 8 |
| 74 | SLightning V3.1 Pro (Jul 2026)Smallest.ai | 1171±12 | 2,859 | 1525±29 | 598 | $19.5 | Jul 2026 | 8 |
| 75 | Speech 2.8 HDMiniMaxCN | 1176±10 | 5,246 | 1532±29 | 503 | $100 | Feb 2026 | 8 |
| 76 | GGradium TTS (Sep 2026)Gradium | 1177±13 | 2,245 | – | – | $47.8 | Sep 2026 | 8 |
| 77 | SSoniox TTS Real-Time v2Soniox | 1182±11 | 5,436 | – | – | $14.2 | Aug 2026 | 8 |
| 78 | Eleven v3ElevenLabs | 1184±10 | 5,140 | 1498±32 | 609 | $100 | Feb 2026 | 8 |
| 79 | Fish Audio S2.1 Pro (Oct 2026)Fish AudioCN | 1186±14 | 2,123 | – | – | $15 | Oct 2026 | 8 |
| 80 |  Ming-3.0-ttsAnt GroupOpenCN | 1191±14 | 2,169 | – | – | – | Oct 2026 | 3 |
| 81 | CSonic 3.5Cartesia | 1192±11 | 3,881 | – | – | $49 | May 2026 | 8 |
| 82 | VLuna TTSVUI Labs | 1210±12 | 3,598 | – | – | $15 | Jun 2026 | 3 |
| 83 | Gemini 3.1 Flash TTSGoogle | 1213±11 | 4,327 | – | – | $18.3 | Apr 2026 | 7 |
| 84 | StepAudio 2.5 TTS (Aug 2026)StepFunCN | 1214±14 | 2,254 | – | – | $85 | Aug 2026 | 8 |
| 85 | v3 ConversationalElevenLabs | 1215±13 | 2,837 | – | – | $50 | Aug 2026 | 8 |
| 86 | IRealtime TTS-2 FlashInworld | 1219±13 | 2,667 | – | – | $10.4 | Aug 2026 | 8 |
| 87 | Voxtral 3 TTSMistral | 1219±15 | 1,710 | – | – | $13 | Oct 2026 | 8 |
| 88 | BBreeze TTS 2BreezeBlueOpen | 1230±14 | 2,378 | – | – | $34 | Aug 2026 | 8 |
| 89 | SSimba 3.2SpeechifyAI | 1246±12 | 3,436 | – | – | $6.6 | Jul 2026 | 8 |
| 90 | Fish Audio Drama 3 PreviewFish AudioOpenCN | 1248±15 | 2,237 | – | – | $15 | Oct 2026 | 8 |
| 91 | Gemini 3.8 Flash-Lite TTSGoogle | 1252±13 | 3,078 | – | – | $11 | Sep 2026 | 8 |
| 92 | Qwen-Audio-3.0-TTS-PlusAlibabaCN | 1266±14 | 2,507 | – | – | $19.3 | Sep 2026 | 8 |
| 93 | IRealtime TTS-2Inworld | 1270±14 | 2,254 | – | – | $20.8 | Aug 2026 | 8 |
| 94 | Gemini 3.8 Flash TTSGoogle | 1280±14 | 3,091 | – | – | $16.5 | Sep 2026 | 8 |
| 95 | CSonic 3.6Cartesia | 1292±14 | 2,842 | – | – | $49 | Aug 2026 | 8 |
| 96 | Qwen-Audio-3.1-TTS-PlusAlibabaCN | 1307±16 | 2,030 | – | – | $19.3 | Sep 2026 | 8 |
| 97 | Eleven v4ElevenLabs | 1332±16 | 2,384 | – | – | $80 | Sep 2026 | 8 |
| 98 | Eleven v4 TurboElevenLabs | 1336±17 | 2,085 | – | – | $40 | Sep 2026 | 8 |
| 99 | EAudio8-TTS-Realistic-0.6BEdge0 | – | – | 1735±62 Prelim. | 155 | – | – | – |
| 100 | GGradium TTS 2026.10Gradium | – | – | 1613±60 Prelim. | 155 | – | – | – |
| 101 | ?Aurora– | – | – | 1563±28 | 649 | – | – | – |
| 102 | ACastleFlow v1.0async | – | – | 1551±21 | 1,643 | – | – | – |
| 103 | IInworld TTS MAXInworld | – | – | 1548±21 | 1,505 | – | – | – |
| 104 | ?star-june-2026– | – | – | 1545±32 | 580 | – | – | – |
| 105 | PPapla P1Papla | – | – | 1540±26 | 958 | – | – | – |
| 106 | IInworld TTSInworld | – | – | 1532±18 | 1,984 | – | – | – |
| 107 | DDeepdub eTTS 3.2Deepdub | – | – | 1529±35 | 364 | – | – | – |
| 108 | GGradium TTS (pre-2026.08)Gradium | – | – | 1518±29 | 563 | – | – | – |
| 109 | OpenAudio S2Fish AudioCN | – | – | 1515±28 | 603 | – | – | – |
| 110 | IInworld TTS 1.5 MAXInworld | – | – | 1510±28 | 672 | – | – | – |
| 111 | TTypecast SSFM 3.0Typecast | – | – | 1508±28 | 614 | – | – | – |
| 112 | CCartesia Sonic 2Cartesia | – | – | 1505±31 | 538 | – | – | – |
| 113 | ?Parmesan– | – | – | 1492±20 | 1,444 | – | – | – |
| 114 | TTontaube V0Tontaube | – | – | 1478±32 | 519 | – | – | – |
| 115 | VVoice.ai Text to Speech V1Voice.ai | – | – | 1467±31 | 615 | – | – | – |
| 116 | Magpie Research PreviewNVIDIA | – | – | 1465±32 | 448 | – | – | – |
| 117 | NNeuTTS MaxNeuphonic | – | – | 1430±27 | 755 | – | – | – |
| 118 | TTontaube V1TontaubeOpen | – | – | 1426±54 Prelim. | 172 | – | – | – |
| 119 | RSilk Mulberry 1.5Rumik | – | – | 1416±44 | 323 | – | – | – |
| 120 | FFluxions VuiFluxionsOpen | – | – | 1405±60 Prelim. | 158 | – | – | – |
| 121 | Magpie MultilingualNVIDIA | – | – | 1397±25 | 1,056 | – | – | – |
| 122 | MVeenaMaya ResearchOpen | – | – | 1355±37 | 510 | – | – | – |
| 123 | WWordcab TTSWordcab | – | – | 1351±21 | 1,741 | – | – | – |
Elo data: Artificial Analysis (artificialanalysis.ai) and TTS Arena V2 (TTS-AGI). Please credit the sources when citing.
Tracked, not yet rated on either leaderboard 4
Frequently asked-about open Chinese TTS models. Neither AA nor TTS Arena has blind-test scores for them yet, so they are not ranked; details come from their Hugging Face pages.
| Model | AA Elo | TTS Arena Elo | License | Released |
|---|---|---|---|---|
| Fun-CosyVoice3-0.5BAlibaba (FunAudioLLM)Open | – | – | Apache-2.0 | Dec 2025 |
| CosyVoice2-0.5BAlibaba (FunAudioLLM)Open | – | – | Apache-2.0 | Jul 2025 |
| Qwen3-TTS-12Hz-1.7BAlibabaOpen | – | – | Apache-2.0 | Jan 2026 |
| IndexTTS-2Bilibili (IndexTeam)Open | – | – | – | Jun 2025 |
Sources & methodology
- AAArtificial Analysis Text-to-Speech leaderboard
fetched Oct 25, 2026 · 98 models
- TATTS Arena V2 (TTS-AGI, Hugging Face)
fetched Oct 25, 2026 · 43 models
- Artificial Analysis TTS Arena: listeners compare two clips without knowing the models and vote; scores are Elo with Zonos-v0.1 fixed at 1000 as the anchor. ± is the half-width of the 95% confidence interval and “Samples” is the number of counted votes. Price is the official API list price converted to USD per 1M characters; release is by month.
- TTS Arena V2 (a TTS-AGI community project on Hugging Face): also blind pairwise-vote Elo; ± is its published uncertainty. Low-vote scores are marked “Prelim.” and suspended models are hidden. Its Elo baseline differs from AA (mostly 1350–1750), so compare each column only within itself.
- When both sources list the same model (e.g. MiniMax Speech 2.8 HD) they are merged into one row using a hand-maintained map that only joins exact name/version matches; anything ambiguous stays separate. “CN” is by vendor.
- New models stay visible: in the default order, up to 6 models that have no AA score but are active in the TTS Arena pool (anonymous codenames excluded) form a “No AA score yet” group inside the top 30 rows, ordered by TTS Arena Elo and marked “New” without a rank; they move into place once AA rates them.
- Missing values show “–”; we never estimate or invent scores or prices. Price and release month come only from AA’s paid data API; when the free API omits them, the last known value is kept and the hover text shows its as-of date.
- Synced automatically every day at 06:40 UTC. /api/public/tts-leaderboard.php
FAQ
What is the best text-to-speech model right now?
On AA’s blind-test Elo as of Oct 25, 2026, #1 is Eleven v4 Turbo by ElevenLabs (1336, ±17). On TTS Arena V2, #1 is Inworld TTS MAX (1548). Confidence intervals near the top often overlap, so gaps of a few dozen points are effectively ties.
Which Chinese TTS model ranks highest?
The highest Chinese model on AA is Qwen-Audio-3.1-TTS-Plus by Alibaba (1307, #3 overall); others on the board include Qwen-Audio-3.0-TTS-Plus, Fish Audio Drama 3 Preview, StepAudio 2.5 TTS (Aug 2026), Ming-3.0-tts, Fish Audio S2.1 Pro (Oct 2026). Open models such as CosyVoice have no scores on either leaderboard yet and are listed at the bottom.
Which open-weight TTS models can I run locally?
AA lists 18 open-weight models; the highest is Fish Audio Drama 3 Preview (1248). Use the “Open weights” filter to see them all. Licenses differ, so check each model page before commercial use.
Why are AA and TTS Arena scores so different?
They use different Elo baselines (AA anchors Zonos-v0.1 at 1000; TTS Arena is mostly 1350–1750) as well as different model pools, prompts and voters. Compare order within a column, never across columns.
Why do some new models sit near row 30 without a rank?
They already have TTS Arena scores but AA hasn’t rated them yet. So they aren’t buried at the bottom, the default order shows them as a group within the top 30 rows (marked “New”) until AA scores them.