Deepgram Flux MultilingualvsZoom Scribe

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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)
  • Flux Multilingual4.96% · 114ms
  • Scribe1.97% · 118ms

Deepgram Flux Multilingual is ahead on time to first text and final-text delay, and Zoom Scribe on the Pipecat Dataset. The Ocular Dataset is too close to call.

Last updated Methodology by Dileep Chagam

Who is better at what

Flux MultilingualScribe
  • Pipecat Dataset WER4.96%1.97%
  • Ocular Dataset WER4.53%4.88%
  • Time to first text793ms1.67s
  • Final-text delay114ms118ms

Lower is better on every measure. Too close to call means the likely ranges overlap.

Flux Multilingual vs Scribe FAQ

  • Zoom Scribe is more accurate on the public clips. On the 1,000 public Pipecat clips, Deepgram Flux Multilingual scores 4.96% and Zoom Scribe 1.97%, so Zoom Scribe makes fewer errors by 2.99 points. On the eight licensed Ocular recordings, Deepgram Flux Multilingual scores 4.53% and Zoom Scribe 4.88%, with likely ranges of 3.29 to 5.69% and 4.41 to 5.29%. The ranges overlap, so the difference is too close to call. Word error rate counts incorrect, missing, and extra words, so lower is better.

  • Yes. Deepgram Flux Multilingual finishes the transcript 4ms sooner. Deepgram Flux Multilingual has the final transcript 114ms after the speaker stops and Zoom Scribe 118ms, at the median. Both are measured on the same 206 streamed turns.

  • Deepgram Flux Multilingual finishes the transcript 4ms sooner, and the two are too close to call on real conversations. 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. Deepgram Flux Multilingual shows first text after 793ms and Zoom Scribe after 1.67s, at the median, so Deepgram Flux Multilingual is 875ms sooner.