Fish Audio Transcribe Stream 1 vs Soniox STT-RT v5

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Accuracy and speed

Left gets fewer words wrong. Lower has the final text ready sooner.

Accurate and fast0ms200ms400ms600ms800ms0%2%4%6%8%Words wrong on clean audio (Pipecat WER)
  • Transcribe Stream 11.90% · 123ms
  • STT-RT v52.54% · 38ms

Fish Audio Transcribe Stream 1 is ahead on both datasets together, the Pipecat Dataset and time to first text, and Soniox STT-RT v5 on final-text delay. The Ocular Dataset is too close to call.

Last updated Methodology by Dileep Chagam

Who is better at what

Transcribe Stream 1STT-RT v5
  • Overall WER2.21%3.02%
  • Pipecat Dataset WER1.90%2.54%
  • Ocular Dataset WER2.78%3.92%
  • Time to first text730ms1.20s
  • Final-text delay123ms38ms

Lower is better on every measure. Too close to call means the likely ranges overlap. Our guide explains how word error rate is measured.

Transcribe Stream 1 vs STT-RT v5 FAQ

  • Fish Audio Transcribe Stream 1 is more accurate on both datasets. On the 1,000 public Pipecat clips, Fish Audio Transcribe Stream 1 scores 2.21% and Soniox STT-RT v5 3.02%, so Fish Audio Transcribe Stream 1 makes fewer errors by 0.82 points. On the eight licensed Ocular recordings, Fish Audio Transcribe Stream 1 scores 1.90% and Soniox STT-RT v5 2.54%, so Fish Audio Transcribe Stream 1 makes fewer errors by 0.64 points. Word error rate counts incorrect, missing, and extra words, so lower is better.

  • Yes. Fish Audio Transcribe Stream 1 finishes the transcript 465ms sooner. Fish Audio Transcribe Stream 1 has the final transcript 730ms after the speaker stops and Soniox STT-RT v5 1.20s, at the median. Both are measured on the same 206 streamed turns.

  • Fish Audio Transcribe Stream 1 is the stronger pick for voice agents: it makes fewer errors on real conversations and finishes the transcript 465ms sooner. A voice agent cannot reply until the final transcript arrives, and the Ocular recordings are real conversations.

  • Yes, both return partial text before the speaker stops. Fish Audio Transcribe Stream 1 shows first text after 2.78% and Soniox STT-RT v5 after 3.92%, at the median.

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