Voice AI BenchmarksBy

PROVIDERLAST 30 DAYS

official resource

Inworld AI voice AI models and benchmarks

Inworld AI builds real-time speech services for interactive applications.

Measured models
3
STTTTS
Best STT model#3 / 24
83ms
STT 1
Best TTS model#3 / 30
128ms
TTS Flash 2

Overview

Recognition, standard synthesis and a latency-oriented Flash variant ship as separate first-party products.

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
STT 1
Text-to-Speech
TTS 2, TTS Flash 2

Speech-to-Text

Full STT dashboard

Ranked on Time to Final Segment against 24 measured models.

Time to Final Segmentms · lower is better · Inworld AI models markedEvery measured STT model on Time to Final Segment, with Inworld AI's models highlighted.
  1. #1STT RT v564 ms
  2. #2Parakeet TDT 0.6B v370 ms
  3. #3STT 183 ms
  4. #4Nova 399 ms
  5. #5Nova 2101 ms
  6. #6Ink 2108 ms
  7. #7Scribe v2 Realtime120 ms
leaders plus Inworld AI models · 17 other models in the full table
Word Error Rate% · lower is better · Inworld AI models markedEvery measured STT model on Word Error Rate, with Inworld AI's models highlighted.
  1. #1Universal 3.5 Pro3.2%
  2. #2resonant-13.4%
  3. #3Chirp 34.1%
  4. #4Enhanced4.3%
  5. #5GPT-4o Transcribe4.7%
  6. #6Grok STT4.8%
  7. #7STT 14.8%
leaders plus Inworld AI models · 21 other models in the full table
Time to First Tokenms · lower is better · Inworld AI models markedEvery measured STT model on Time to First Token, with Inworld AI's models highlighted.
  1. #1Universal 3.5 Pro1030 ms
  2. #2Flux1089 ms
  3. #3Flux Multilingual1175 ms
  4. #4Parakeet TDT 0.6B v31210 ms
  5. #5Whisper Large v31241 ms
  6. #6Nova 31434 ms
  7. #7Nova 21436 ms
  8. #8STT 11468 ms
leaders plus Inworld AI models · 16 other models in the full table
TTFS vs WER — Inworld AI vs every measured modelEach point is one measured STT model · Inworld AI models highlighted · 30-day averagesTime to Final Segment against Word Error Rate for every measured STT model, with Inworld AI's models highlighted.
STT RT v5 — 64 ms, 5.8%Parakeet TDT 0.6B v3 — 70 ms, 11.0%Nova 3 — 99 ms, 6.3%Nova 2 — 101 ms, 7.9%Ink 2 — 108 ms, 4.9%Scribe v2 Realtime — 120 ms, 5.5%Universal 3.5 Pro — 146 ms, 3.2%Default via Azure — 155 ms, 5.3%Whisper Large v3 — 180 ms, 8.2%Velma 2 STT Streaming — 191 ms, 6.4%Grok STT — 199 ms, 4.8%Pulse — 205 ms, 5.3%Default via Speechmatics — 223 ms, 5.5%Default via Gradium — 249 ms, 10.0%resonant-1 — 288 ms, 3.4%Enhanced — 341 ms, 4.3%Voxtral Mini Transcribe Realtime 2602 — 356 ms, 6.2%GPT Realtime Whisper — 559 ms, 5.2%GPT-4o mini Transcribe — 623 ms, 5.1%Solaria 1 — 680 ms, 7.1%GPT-4o Transcribe — 742 ms, 4.7%Chirp 2 — 811 ms, 5.0%Chirp 3 — 813 ms, 4.1%STT 1 — 83 ms, 4.8%
Benchmarked models with their Time to Final Segment over the last 30 days.
ModelHostTTFSRank
STT 1Inworld AI83 ms3rd of 24

Text-to-Speech

Full TTS dashboard

Ranked on Time to First Audio against 30 measured models.

Time to First Audioms · lower is better · Inworld AI models markedEvery measured TTS model on Time to First Audio, with Inworld AI's models highlighted.
  1. #1Palabra TTS v1116 ms
  2. #2vui124 ms
  3. #3TTS Flash 2128 ms
  4. #4TTS 2176 ms
  5. #5Blizzard235 ms
  6. #6Neural236 ms
  7. #7Mist v3256 ms
leaders plus Inworld AI models · 23 other models in the full table
Word Error Rate% · lower is better · Inworld AI models markedEvery measured TTS model on Word Error Rate, with Inworld AI's models highlighted.
  1. #1TTS RT v13.7%
  2. #2TTS Rt v23.9%
  3. #3Neural4.3%
  4. #4Eleven v3 Conversational4.4%
  5. #5Lightning v3.1 Pro4.4%
  6. #6Default4.6%
  7. #7S2.1 Pro4.6%
  8. #13TTS 24.8%
  9. #15TTS Flash 24.9%
leaders plus Inworld AI models · 21 other models in the full table
TTFA vs WER — Inworld AI vs every measured modelEach point is one measured TTS model · Inworld AI models highlighted · 30-day averagesTime to First Audio against Word Error Rate for every measured TTS model, with Inworld AI's models highlighted.
Palabra TTS v1 — 116 ms, 5.9%vui — 124 ms, 7.9%Blizzard — 235 ms, 7.4%Neural — 236 ms, 4.3%Mist v3 — 256 ms, 6.3%TTS Rt v2 — 262 ms, 3.9%Sonic 3.5 — 274 ms, 6.1%TTS RT v1 — 275 ms, 3.7%Dragon HD Latest — 310 ms, 5.1%Coda — 313 ms, 5.2%Aura 2 — 328 ms, 5.3%S2.1 Pro — 374 ms, 4.6%Default — 384 ms, 4.6%Speech 2.8 Turbo — 411 ms, 4.8%Eleven v3 Conversational — 412 ms, 4.4%Grok TTS — 420 ms, 4.7%S1 — 434 ms, 4.9%Flash v2.5 — 455 ms, 6.7%Speech 2.8 HD — 460 ms, 4.7%Sonic 3.6 — 466 ms, 5.5%Simba 3.2 — 484 ms, 4.7%Chirp 3 HD — 512 ms, 5.2%Simba 3.0 — 526 ms, 5.3%Falcon 2 — 549 ms, 5.2%Lightning v3.1 Pro — 586 ms, 4.4%Qwen3 TTS Flash Realtime — 645 ms, 8.8%S2.1 Pro Free — 806 ms, 4.7%GPT-4o mini TTS — 1075 ms, 4.8%TTS Flash 2 — 128 ms, 4.9%TTS 2 — 176 ms, 4.8%
Benchmarked models with their Time to First Audio over the last 30 days.
ModelHostTTFARank
TTS 2Inworld AI176 ms4th of 30
TTS Flash 2Inworld AI128 ms3rd of 30

Limits of this comparison

Coval measures its STT 1 recognizer and both standard and Flash variants of TTS 2.

  • Coval does not score character intelligence, game integration or other layers of Inworld's platform.

Official resources

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

Evaluate your own voice agent

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