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Voice (text to speech) · Amazon
Polly Long-Form.
Polly Long-Form is an Amazon speech model. It ranks 79th of 100 in the Artificial Analysis text to speech arena, with an Elo of 1027.
- #79 of 100
- Elo 1027
Arena ratings
- Creator
- Amazon
- Category
- Voice (text to speech)
- Text to speech
- Elo 1027 (-13/13) · ranked 79th of 100
Arena ratings by Artificial Analysis as of 30 October 2026, not figures we measured or the provider published. Rankings move weekly.
Source: the Artificial Analysis arenas, where people choose between two anonymous outputs of the same prompt. Ratings, not specifications: confirm price, licence and limits with Amazon.
HOW IT COMPARES
Against the leading speech models.
Elo rating from blind preference votes · Higher is preferred more often · Linear scale from 0 to 1,500
- Eleven v4 Turbo
- 1,336
- Eleven v4
- 1,334
- Qwen-Audio-3.1-TTS-Plus
- 1,305
- Sonic 3.6
- 1,296
- Gemini 3.8 Flash TTS
- 1,283
- Polly Long-Form
- 1,027
Against the leader, Eleven v4 Turbo, the gap implies voters would choose Polly Long-Form about 14% of the time. A 100-point gap is roughly 64% to 36%; gaps inside the confidence intervals are not meaningful.
Source: Artificial Analysis arenas. Checked 30 October 2026. Measured independently by Artificial Analysis, not by QQuantum.ai or the providers.
THE FULL LEADERBOARD
Every speech model, ranked.
Where Polly Long-Form sits among all 100 ranked models. Our Voice (text to speech) page covers how we evaluate them for real work.
| 1 | Eleven v4 Turbo | ElevenLabs | 1336 -16/16 | — |
|---|---|---|---|---|
| 2 | Eleven v4 | ElevenLabs | 1334 -15/15 | — |
| 3 | Qwen-Audio-3.1-TTS-Plus | Alibaba | 1305 -15/15 | — |
| 4 | Sonic 3.6 | Cartesia | 1296 -13/13 | — |
| 5 | Gemini 3.8 Flash TTS | 1283 -13/13 | — | |
| 6 | Fish Audio Drama 3 | Fish Audio | 1278 -18/18 | — |
| 7 | Qwen-Audio-3.0-TTS-Plus | Alibaba | 1269 -13/13 | — |
| 8 | Realtime TTS-2 | Inworld | 1267 -14/14 | — |
| 9 | Lightning V3.1 Pro (Oct 2026) | Smallest.ai | 1266 -16/16 | — |
| 10 | Gemini 3.8 Flash-Lite TTS | 1259 -13/13 | — | |
| 11 | Simba 3.2 | SpeechifyAI | 1249 -12/12 | — |
| 12 | Fish Audio Drama 3 Preview | Fish Audio | 1240 -14/14 | — |
| 13 | Breeze TTS 2 | BreezeBlue | 1228 -13/13 | — |
| 14 | AssemblyAI-TTS-1 | AssemblyAI | 1227 -16/16 | — |
| 15 | Voxtral 3 TTS | Mistral | 1223 -14/14 | — |
| 16 | Realtime TTS-2 Flash | Inworld | 1217 -12/12 | — |
| 17 | v3 Conversational | ElevenLabs | 1215 -12/12 | — |
| 18 | StepAudio 2.5 TTS (Aug 2026) | StepFun | 1214 -13/13 | — |
| 19 | Gemini 3.1 Flash TTS | 1212 -11/11 | — | |
| 20 | Luna TTS | VUI Labs | 1205 -11/11 | — |
| 79 | Polly Long-Form | Amazon | 1027 -13/13 | — |
Elo from the Artificial Analysis arenas: people choose between two anonymous outputs of the same prompt, and the ratings follow from those votes. The figure after each score is its 95% confidence interval; gaps inside it are not meaningful. Rank and votes are for text to speech. Refreshed weekly; not measured by QQuantum.ai. Select a heading to sort.
All 100 speech models · Also from Amazon: Polly Generative, Polly Neural, Polly Standard
Questions
Questions about Polly Long-Form.
How good is Polly Long-Form?
In the Artificial Analysis text to speech arena it ranks 79th of 100, with an Elo of 1027 (-13/13 at 95% confidence), checked 30 October 2026. Elo reflects blind human preference, not fitness for your brief.
How does Polly Long-Form compare with the top-ranked model?
The leader, Eleven v4 Turbo, is rated 1336. On standard Elo arithmetic that gap means voters would prefer Polly Long-Form in about 14% of head-to-head comparisons. Check the confidence intervals: small gaps may not be real.
What does Polly Long-Form cost, and can we use its output commercially?
The arena does not publish prices or licence terms. Check Amazon's own pricing and terms of use for the access route you plan, including rights in generated output, before production use.
