Measured accuracy, stated with caveats
English word error rate averaged across four public test sets (LibriSpeech clean/other · Common Voice · TED-LIUM). Lower is better. Rows marked published are the vendor’s own reported numbers, not runs in our harness:
| System | WER | Source |
|---|---|---|
| oruk Spectra | 4.44% | Measured |
| Open ASR A | 4.47% | Measured |
| Azure Speech-to-Text | 5.5% | Published |
| Whisper Large V3 | 5.7% | Published |
| Whisper Medium | 6.1% | Published |
Full leaderboard, evaluation snapshot, and protocol on the benchmarks page.
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The transcript is half the signal
“Great, thanks.” transcribes identically whether the delivery sounds warm or sarcastic. A plain transcription response stops at the words. Send the file to /v1/audio/analysis and the response adds 15 calibrated emotion scores, 16 speaking-style scores, and an inline-tagged transcript — no second vendor, no pipeline glue:
"text": "great, thanks",
"tagged_text": "great, thanks <|frustrated|> <|sarcastic|>",
"emotions": [{ "label": "frustrated", "score": 0.83 }],
"styles": [{ "label": "sarcastic", "score": 0.78 }]Plain transcription stays $0.0045/min; the unified analysis call is $0.0090/min. Both are metered per measured second. Rates on the pricing page.
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Exactly what you are buying
The limits below are stated here so you do not discover them after integrating.
- Prerecorded files, not live captions
- This API transcribes audio files. If you need live captioning, dictation, or real-time subtitles, this is not the product.
- Input
- Prerecorded English audio files only. No production multilingual support in API v1.
- No real-time streaming
- The public contract is file-based. You upload a file and get the full result back; there is no websocket or streaming endpoint.
- File limits and formats
- Up to 30 MB and 60 minutes per file. WAV, FLAC, MP3, M4A, OGG, and WebM are supported.
- Request behavior
- Synchronous REST: one POST, one response. Every response reports its measured duration and estimated cost.
- Pricing
- Emotion on Spectra 1 costs $0.0060 per audio minute (pricing version 2026-07-11), metered per measured second with a one-second minimum. Full rates on the pricing page.
- Data retention and training
- Audio and outputs are not retained after the response is returned; billing and audit metadata is kept. oruk never trains on customer content.
- What scores are — and are not
- Emotion scores are probabilistic acoustic signals calibrated on held-out audio. They are not intent, truth, medical, employment, or psychological judgments, and must not be the sole basis for consequential decisions. See responsible use.
- Model and version stability
- Models are versioned; Spectra 1 and Resonance are stable, Spectra 2 is in preview. Changes are announced on the changelog.
- Support
- Email access@oruk.ai; the production guide covers retries, limits, and error handling.
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