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AI model rankingsSpeechMagpie-Multilingual 357M

Magpie-Multilingual 357M

NVIDIAFeb 2026

Visit NVIDIA
#61 of 103 for text to speech Updated Nov 3, 2026, 04:58 PM UTC

At a glance

How Magpie-Multilingual 357M compares with the other 102 text to speech models.

  • Middle of the pack. Ranked #61 of 103, 270 Elo points behind #1 and ahead of 41% of models.

  • Close race with 24 models. Its score range overlaps with TTS-1, OpenAudio S1, Gemini 2.5 Flash Lite TTS and 21 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
NVIDIA
Category
Speech
Version
Feb 2026
Released
–
Best NVIDIA model
This one
Win rate vs all
46%
Companies ranked
43

Rank

#61

of 103 models

Elo rating

1,064

270 behind #1

typical 1,086

± range

±12

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 · #1 overall17%
  • vs Gemini 2.5 Flash TTS · The model just above (#60)49%
  • vs Polly Generative · The model just below (#62)50%
  • vs TTS-1 · A typical model (the median)47%

Nearby in the ranking

  • Journey

    Google

    1,070

    Elo

    #59

    rank

  • Gemini 2.5 Flash TTS

    GoogleDec 2025

    1,068

    Elo

    #60

    rank

  • Magpie-Multilingual 357M

    NVIDIAFeb 2026

    1,064

    Elo

    #61

    rank

  • Polly Generative

    Amazon

    1,063

    Elo

    #62

    rank

  • K

    Kokoro 82M v1.0

    Kokoro

    1,061

    Elo

    #63

    rank

Questions people ask

Is Magpie-Multilingual 357M the best text to speech model?
Not quite: it's #61 of 103. The leader is Eleven v4 by ElevenLabs, 270 Elo points ahead. People would still pick Magpie-Multilingual 357M 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 Magpie-Multilingual 357M?
NVIDIA (nvidia.com). This is their only model in this ranking.
What are alternatives to Magpie-Multilingual 357M?
Journey (Google), Gemini 2.5 Flash TTS (Google), Polly Generative (Amazon), Kokoro 82M v1.0 (Kokoro) are ranked closest to it. The best model from another company is Eleven v4 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.