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AI model rankingsSpeechPolly Generative

Polly Generative

Amazon

Visit Amazon
#59 of 100 for text to speech Updated Oct 30, 2026, 04:30 PM UTC

At a glance

How Polly Generative compares with the other 99 text to speech models.

  • Middle of the pack. Ranked #59 of 100, 273 Elo points behind #1 and ahead of 41% of models.

  • Close race with 23 models. Its score range overlaps with Gemini 2.5 Flash Lite TTS, Flash v2.5, Journey and 20 more, so you may not notice a difference.

  • Usually loses. Against a typical model it gets picked in about 47% of blind votes.

Model details

Made by
Amazon
Category
Speech
Released
–
Best Amazon model
This one
Win rate vs all
46%
Companies ranked
43

Rank

#59

of 100 models

Elo rating

1,063

273 behind #1

typical 1,086

± range

±11

how certain the score is

Votes

–

blind comparisons

Where it ranks

This model next to its closest competitors. Click another bar to open that model.

Head-to-head chances

How often people would pick this model over another in a blind vote, based on the Elo scores.

  • vs Eleven v4 Turbo · #1 overall17%
  • vs Magpie-Multilingual 357M · The model just above (#58)49%
  • MRvs Maya 2 Flash · The model just below (#60)50%
  • vs Gemini 2.5 Flash Lite TTS · A typical model (the median)47%

Nearby in the ranking

  • Gemini 2.5 Flash TTS

    GoogleDec 2025

    1,068

    Elo

    #57

    rank

  • Magpie-Multilingual 357M

    NVIDIAFeb 2026

    1,067

    Elo

    #58

    rank

  • Polly Generative

    Amazon

    1,063

    Elo

    #59

    rank

  • MR

    Maya 2 Flash

    Maya Research

    1,062

    Elo

    #60

    rank

  • Chirp 3: HD

    Google

    1,062

    Elo

    #61

    rank

More from Amazon

  • Polly Long-Form

    Amazon

    1,027

    Elo

    #79

    rank

  • Polly Neural

    Amazon

    895

    Elo

    #94

    rank

  • Polly Standard

    Amazon

    832

    Elo

    #100

    rank

Questions people ask

Is Polly Generative the best text to speech model?
Not quite: it's #59 of 100. The leader is Eleven v4 Turbo by ElevenLabs, 273 Elo points ahead. People would still pick Polly Generative over it in about 17% of blind votes.
How is this ranking made?
People are shown two results for the same prompt without knowing which model made them, and vote for the one they like more. The votes are turned into an Elo score, the same system used to rank chess players.
Who makes Polly Generative?
Amazon (amazon.com). They have 4 models in this ranking.
What are alternatives to Polly Generative?
Gemini 2.5 Flash TTS (Google), Magpie-Multilingual 357M (NVIDIA), Maya 2 Flash (Maya Research), Chirp 3: HD (Google) are ranked closest to it. The best model from another company is Eleven v4 Turbo by ElevenLabs.

People see two results for the same prompt without knowing which model made them, and vote for the better one. Gaps under about 20 Elo points are hard to notice in practice.

Benchmark data from Artificial Analysis, an independent benchmarking company. Rankings refresh every few hours.