Reson8 Resonant-1 vs Reson8 Rumble-2
Accuracy and speed
Left gets fewer words wrong. Lower has the final text ready sooner.
- Resonant-12.10% · 235ms
- Rumble-21.69% · 18ms
Reson8 Rumble-2 is ahead of Reson8 Resonant-1 on both datasets together, time to first text and final-text delay. The Pipecat Dataset and The Ocular Dataset are too close to call.
Last updated Methodology by Dileep Chagam
Who is better at what
- Overall WER2.38%2.05%
- Pipecat Dataset WER2.10%1.69%
- Ocular Dataset WER2.93%2.75%
- Time to first text2.40s486ms
- Final-text delay235ms18ms
Lower is better on every measure. Too close to call means the likely ranges overlap.
Resonant-1 vs Rumble-2 FAQ
Which is more accurate, Reson8 Resonant-1 or Reson8 Rumble-2?
Reson8 Rumble-2 is more accurate on the public clips. On the 1,000 public Pipecat clips, Reson8 Resonant-1 scores 2.38% and Reson8 Rumble-2 2.05%, so Reson8 Rumble-2 makes fewer errors by 0.33 points. On the 300 licensed Ocular turns, Reson8 Resonant-1 scores 2.10% and Reson8 Rumble-2 1.69%, with likely ranges of 1.86 to 2.35% and 1.48 to 1.92%. The ranges overlap, so the difference is too close to call. Word error rate counts incorrect, missing, and extra words, so lower is better.
Reson8 Rumble-2 is more accurate on the public clips. On the 1,000 public Pipecat clips, Reson8 Resonant-1 scores 2.38% and Reson8 Rumble-2 2.05%, so Reson8 Rumble-2 makes fewer errors by 0.33 points. On the 300 licensed Ocular turns, Reson8 Resonant-1 scores 2.10% and Reson8 Rumble-2 1.69%, with likely ranges of 1.86 to 2.35% and 1.48 to 1.92%. 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. Reson8 Rumble-2 finishes the transcript 1.91s sooner. Reson8 Resonant-1 has the final transcript 2.40s after the speaker stops and Reson8 Rumble-2 486ms, at the median. Both are measured on the same 206 streamed turns.
Reson8 Rumble-2 finishes the transcript 1.91s 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. Reson8 Resonant-1 shows first text after 2.93% and Reson8 Rumble-2 after 2.75%, at the median.
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