Left gets fewer words wrong. Lower has the final text ready sooner.
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
Lower is better on every measure. Too close to call means the likely ranges overlap.
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.
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.
Cekura runs these simulated calls on your agent and scores every one.