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Deepgram beats ElevenLabs, AssemblyAI in Swedish diarization

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Deepgram beats ElevenLabs, AssemblyAI in Swedish diarization
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// 60d agoBENCHMARK RESULT

Deepgram beats ElevenLabs, AssemblyAI in Swedish diarization

On a real 2h22m Swedish meeting with six speakers, Deepgram delivered the best diarization balance: 92%+ accuracy, full speaker coverage, and much faster turnaround than AssemblyAI. ElevenLabs' Swedish transcription sounded cleaner, but its diarization missed two speakers outright.

// ANALYSIS

This is the kind of benchmark that matters because it tests a real long-form meeting, not a synthetic clip. For multilingual voice apps, the winning stack is often the one that separates transcription quality from speaker separation instead of trying to make one vendor do both.

  • Deepgram was the only option here to keep all 6 speakers and stay around 92% diarization accuracy while finishing in under a minute.
  • ElevenLabs' Swedish text quality looks better in practice, but 32.8% time accuracy and 4/6 speakers make its diarizer a no-go for serious meeting apps.
  • AssemblyAI is close on raw accuracy, but 218-303 second runtimes are hard to justify when latency matters.
  • PyannoteAI Precision-2 may look stronger on paper, but async, job-based execution pushes it out of the usable-now bucket for real-time or near-real-time pipelines.
  • The practical play is a hybrid pipeline: use one model for Swedish transcription, another for diarization, then align the outputs downstream.
// TAGS
speechbenchmarkapideepgramelevenlabsassemblyai

DISCOVERED

60d ago

2026-03-29

PUBLISHED

60d ago

2026-03-29

RELEVANCE

8/ 10

AUTHOR

invismanfow