Models

The Diarization benchmarks page now includes independent, third-party results from VoiceArena’s Diarization Bench:

• Pulse ranks #1 in the “with ASR” system-type category at 24.36% DER, ahead of Mistral Voxtral Mini Transcribe 3 (40.41%), ElevenLabs Scribe v2 (40.71%), and Deepgram Nova-3 (67.13%).
• Scored on the same 139 human-verified English sessions (~22 hours) as every other system on the board, DIHARD scoring at a 0 ms collar.
• Per-condition breakdown (in-person vs. online, speaker count, overlap) included alongside our existing internal DER benchmarks.