Voice AI BenchmarksBy

PROVIDERLAST 30 DAYS

official resource

ElevenLabs voice AI models and benchmarks

ElevenLabs (Eleven Labs, 11Labs) lists 3 STT and TTS models in Coval. Fastest dated mean latency over 30 days: STT: Scribe v2 Realtime at 133 ms TTFS, with 5.5% WER. TTS: Flash v2.5 at 194 ms TTFA, with 6.7% WER. Last measured .

ElevenLabs develops speech generation and transcription APIs.

Measured models
3
STTTTS
Best STT model#12 / 28
133ms
Scribe v2 Realtime
Best TTS model#7 / 28
194ms
Flash v2.5

Overview

The provider spans STT and TTS as a first-party host, with separate models for real-time transcription, low-latency speech and conversational expression.

Every model below is measured daily on the same fixed inputs and ranked against the full field, never blended into a company score.

Model lineup

Speech-to-Text
Scribe v2 Realtime
Text-to-Speech
Flash v2.5, Eleven v3 Conversational

Speech-to-Text

Full STT dashboard

Ranked on Time to Final Segment against 28 measured models.

Time to Final Segmentms · lower is better · ElevenLabs models markedEvery measured STT model on Time to Final Segment, with ElevenLabs's models highlighted.
  1. #1Qwen3 ASR 1.7b39 ms
  2. #2Qwen3 ASR Fast46 ms
  3. #3STT RT v557 ms
  4. #4STT 165 ms
  5. #5Parakeet TDT 0.6B v381 ms
  6. #6Nova 389 ms
  7. #7Nova 292 ms
  8. #12Scribe v2 Realtime133 ms
leaders plus ElevenLabs models · 20 other models in the full table
Word Error Rate% · lower is better · ElevenLabs models markedEvery measured STT model on Word Error Rate, with ElevenLabs's models highlighted.
  1. #1Universal 3.5 Pro3.1%
  2. #2Qwen3 ASR Fast3.2%
  3. #3resonant-13.4%
  4. #4Gemini 3.5 Transcribe Live3.9%
  5. #5Chirp 34.1%
  6. #6Qwen3 ASR 1.7b4.1%
  7. #7Enhanced4.3%
  8. #17Scribe v2 Realtime5.5%
leaders plus ElevenLabs models · 22 other models in the full table
Time to First Tokenms · lower is better · ElevenLabs models markedEvery measured STT model on Time to First Token, with ElevenLabs's models highlighted.
  1. #1Whisper Large v3via Baseten912 ms
  2. #2Qwen3 ASR 1.7b931 ms
  3. #3Universal 3.5 Pro1041 ms
  4. #4Flux1076 ms
  5. #5Flux Multilingual1164 ms
  6. #6Parakeet TDT 0.6B v31215 ms
  7. #7Whisper Large v3via Together AI1338 ms
  8. #24Scribe v2 Realtime2175 ms
leaders plus ElevenLabs models · 18 other models in the full table
TTFS vs WER — ElevenLabs vs every measured modelEach point is one measured STT model · ElevenLabs models highlighted · 30-day averagesTime to Final Segment against Word Error Rate for every measured STT model, with ElevenLabs's models highlighted.
Qwen3 ASR 1.7b — 39 ms, 4.1%Qwen3 ASR Fast — 46 ms, 3.2%STT RT v5 — 57 ms, 5.7%STT 1 — 65 ms, 4.4%Parakeet TDT 0.6B v3 — 81 ms, 11.2%Nova 3 — 89 ms, 6.2%Nova 2 — 92 ms, 7.9%Flux Multilingual — 98 ms, 8.8%Flux — 99 ms, 6.7%Ink 2 — 122 ms, 4.8%Whisper Large v3 via Baseten — 125 ms, 5.6%Universal 3.5 Pro — 173 ms, 3.1%Grok STT — 207 ms, 4.6%Default via Speechmatics — 209 ms, 5.4%Pulse — 212 ms, 5.3%Default via Gradium — 246 ms, 10.0%resonant-1 — 264 ms, 3.4%Whisper Large v3 via Together AI — 295 ms, 8.5%Enhanced — 299 ms, 4.3%Gemini 3.5 Transcribe Live — 305 ms, 3.9%Voxtral Mini Transcribe Realtime 2602 — 401 ms, 6.2%GPT Realtime Whisper — 551 ms, 5.1%GPT-4o mini Transcribe — 690 ms, 4.9%GPT-4o Transcribe — 754 ms, 4.6%Chirp 3 — 776 ms, 4.1%Solaria 1 — 805 ms, 7.1%Chirp 2 — 873 ms, 4.9%Scribe v2 Realtime — 133 ms, 5.5%
Benchmarked models with their Time to Final Segment over the last 30 days.
ModelHostTTFSRank
Scribe v2 RealtimeElevenLabs133 ms12th of 28

Text-to-Speech

Full TTS dashboard

Ranked on Time to First Audio against 28 measured models.

Time to First Audioms · lower is better · ElevenLabs models markedEvery measured TTS model on Time to First Audio, with ElevenLabs's models highlighted.
  1. #1vui66 ms
  2. #2Qwen3 TTS Fast71 ms
  3. #3TTS Flash 291 ms
  4. #4Qwen3 TTS 1.7b106 ms
  5. #5Palabra TTS v1115 ms
  6. #6TTS 2181 ms
  7. #7Flash v2.5194 ms
  8. #17Eleven v3 Conversational348 ms
leaders plus ElevenLabs models · 20 other models in the full table
Word Error Rate% · lower is better · ElevenLabs models markedEvery measured TTS model on Word Error Rate, with ElevenLabs's models highlighted.
  1. #1TTS RT v13.9%
  2. #2TTS Rt v24.2%
  3. #3Qwen3 TTS Fast4.2%
  4. #4Eleven v3 Conversational4.4%
  5. #5Lightning v3.1 Pro4.4%
  6. #6Simba 3.24.4%
  7. #7TTS 24.6%
  8. #27Flash v2.56.7%
leaders plus ElevenLabs models · 20 other models in the full table
TTFA vs WER — ElevenLabs vs every measured modelEach point is one measured TTS model · ElevenLabs models highlighted · 30-day averagesTime to First Audio against Word Error Rate for every measured TTS model, with ElevenLabs's models highlighted.
vui — 66 ms, 5.4%Qwen3 TTS Fast — 71 ms, 4.2%TTS Flash 2 — 91 ms, 5.4%Qwen3 TTS 1.7b — 106 ms, 5.5%Palabra TTS v1 — 115 ms, 5.8%TTS 2 — 181 ms, 4.6%Default — 235 ms, 5.3%TTS Rt v2 — 245 ms, 4.2%TTS RT v1 — 245 ms, 3.9%Mist v3 — 258 ms, 5.5%Sonic 3.5 — 277 ms, 5.9%Phantom Z 3.4 conversational — 286 ms, 6.0%Aura 2 — 308 ms, 5.2%Coda — 312 ms, 5.0%S2.1 Pro — 335 ms, 4.8%Lightning v3.1 Pro — 362 ms, 4.4%S1 — 379 ms, 4.9%Grok TTS — 397 ms, 4.9%Sonic 3.6 — 423 ms, 5.3%Simba 3.2 — 451 ms, 4.4%Simba 3.0 — 472 ms, 5.2%Chirp 3 HD — 535 ms, 5.2%Falcon 2 — 545 ms, 5.2%Qwen3 TTS Flash Realtime — 753 ms, 8.9%S2.1 Pro Free — 963 ms, 4.7%GPT-4o mini TTS — 1013 ms, 4.8%Flash v2.5 — 194 ms, 6.7%Eleven v3 Conversational — 348 ms, 4.4%
Benchmarked models with their Time to First Audio over the last 30 days.
ModelHostTTFARank
Flash v2.5ElevenLabs194 ms7th of 28
Eleven v3 ConversationalElevenLabs348 ms17th of 28

How fast are ElevenLabs's STT and TTS models?

Scribe v2 Realtime measures mean 133 ms time to final segment (12th of 28) among STT systems. Last measured 2026-09-15. Flash v2.5 measures mean 194 ms time to first audio (7th of 28) among TTS systems. Last measured 2026-09-15. Eleven v3 Conversational measures mean 348 ms time to first audio (17th of 28) among TTS systems. Last measured 2026-09-15.

How accurate are ElevenLabs's STT and TTS models?

Scribe v2 Realtime measures 5.5% word error rate (17th of 30) among STT systems. Last measured 2026-09-15. Eleven v3 Conversational measures 4.4% word error rate (4th of 28) among TTS systems. Last measured 2026-09-15. Flash v2.5 measures 6.7% word error rate (27th of 28) among TTS systems. Last measured 2026-09-15.

Which ElevenLabs model is fastest?

Its fastest dated STT result is Scribe v2 Realtime at mean 133 ms time to final segment (12th of 28) among STT systems, with 5.5% WER. Last measured 2026-09-15. Its fastest dated TTS result is Flash v2.5 at mean 194 ms time to first audio (7th of 28) among TTS systems, with 6.7% WER. Last measured 2026-09-15.

Limits of this comparison

Coval measures Scribe on incoming audio and Eleven Flash plus Eleven v3 on fixed synthesis prompts.

  • The benchmarks do not score voice cloning similarity, subjective naturalness or every language and voice in the ElevenLabs catalogue.

Official resources

Same datasets, prompts and metric definitions for every model, measured by Coval’s open-source runner. Full methodology on the overview.

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