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.

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. Use scores for directional filtering and shortlisting, not universal quality ranking; then validate pricing, context window, provider availability, and fit for your workload.

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.

Related benchmarks

Last reviewed: Jun 7, 2026