LLM Reference
TTS Arena ELOactiveAudio

TTS Arena ELO: Artificial Analysis TTS Arena ELO

Metric: ELO (higher is better)Introduced: 2024

ELO quality rating from the Artificial Analysis Speech Arena, determined by blind human preference votes. Listeners compare pairs of speech clips generated from identical prompts without knowing the provider. Uses the same ELO system as chess ratings and LMSYS Chatbot Arena. Higher is better. High benchmark score alone doesn't make a model the right pick — weigh it against pricing, API availability, and release date.

Models ranked

4

tracked on this benchmark

Score band

1229.0 – 1056.0

best → lowest tracked

Snapshot trend

-37.33

May 24 → Jun 7 · 3 models

Leaderboard

Tracked models ranked by ELO (higher is better).

Compare candidates
#Model variant and provenanceScore
1
Gemini 3.1 Flash TTS Preview
Version: arena-eloHarness: Not recordedEvaluator: Not recordedObserved: Jun 7, 2026Confidence: Not recordedSource
1229.0
2
StepAudio 2.5 TTS
Version: arena-eloHarness: Not recordedEvaluator: Not recordedObserved: May 24, 2026Confidence: Not recordedSource
1187.0
3
MiniMax Speech 2.8
Version: arena-elo-hd-variantHarness: Not recordedEvaluator: Not recordedObserved: Jun 7, 2026Confidence: Not recordedSource
1164.0
4
Voxtral TTS
Version: arena-eloHarness: Not recordedEvaluator: Not recordedObserved: Jun 7, 2026Confidence: Not recordedSource
1056.0

How to read this benchmark

This benchmark scores models where higher is better. Scores are useful for directional filtering and shortlisting — not for universal quality ranking. Prefer benchmarks closest to your workload, then validate the linked model pages for pricing, context window, and provider availability.

Trust this score when

  • There is a fresh timestamped snapshot (or multiple snapshots) for this benchmark.
  • The model list covers the same version family you can actually deploy today.
  • Top candidates overlap with your required routing and feature requirements.

Be cautious when

  • There is only one benchmark snapshot or the dataset appears stale.
  • The benchmark metric direction is opposite of your decision objective.
  • The score difference between options is narrow and likely within implementation variance.

FAQ

What does the TTS Arena ELO benchmark measure?

ELO quality rating from the Artificial Analysis Speech Arena, determined by blind human preference votes. Listeners compare pairs of speech clips generated from identical prompts without knowing the provider. Uses the same ELO system as chess ratings and LMSYS Chatbot Arena. Higher is better. On this page it lists 4 tracked model variants where higher is better.

Is a higher Artificial Analysis TTS Arena ELO score always better?

For this benchmark, higher is better. A high score helps you shortlist, but confirm pricing, context window, and provider availability on each model page before committing — the top scorer is not always the right pick for your workload or budget.

How current is this Artificial Analysis TTS Arena ELO data?

This benchmark was last reviewed on Jun 7, 2026. The tracked score average moved -37.33 points across the last 2 snapshots.

Related benchmarks

Last reviewed: Jun 7, 2026