Google Chirp 2 vs Speechmatics Linden

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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)
  • Chirp 22.59% · 568ms
  • Linden2.46% · 147ms

Speechmatics Linden is ahead of Google Chirp 2 on both datasets together, time to first text and final-text delay. The Pipecat Dataset and The Ocular Dataset are too close to call. Google Chirp 2 has a newer release: Google Chirp 3 vs Speechmatics Linden.

Last updated Methodology by Dileep Chagam

Who is better at what

Chirp 2Linden
  • Overall WER3.01%2.97%
  • Pipecat Dataset WER2.59%2.46%
  • Ocular Dataset WER3.80%3.93%
  • Time to first text4.50s1.19s
  • Final-text delay568ms147ms

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

Chirp 2 vs Linden FAQ

  • Speechmatics Linden is more accurate on the public clips. On the 1,000 public Pipecat clips, Google Chirp 2 scores 3.01% and Speechmatics Linden 2.97%, so Speechmatics Linden makes fewer errors by 0.04 points. On the eight licensed Ocular recordings, Google Chirp 2 scores 2.59% and Speechmatics Linden 2.46%, with likely ranges of 2.31 to 2.89% and 2.19 to 2.73%. The ranges overlap, so the difference is too close to call. Word error rate counts incorrect, missing, and extra words, so lower is better.

  • No. Speechmatics Linden finishes the transcript 3.31s sooner. Google Chirp 2 has the final transcript 4.50s after the speaker stops and Speechmatics Linden 1.19s, at the median. Both are measured on the same 206 streamed turns.

  • Speechmatics Linden finishes the transcript 3.31s 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. Google Chirp 2 shows first text after 3.80% and Speechmatics Linden after 3.93%, at the median.

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