Eval Library
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For DeepgramAI PlatformTranscription Accuracy

Batch Stt Rest

Deepgram Speech AI Platform · Deepgram

Speech AI Platform — Deepgram (Nova STT, Aura TTS, Voice Agent)

Deepgram evals — Batch STT (REST) (relift v3 InfraRed)

About Deepgram

Deepgram is a speech-AI platform offering streaming and batch speech-to-text (Nova), Aura text-to-speech, speaker diarization, redaction, and smart formatting across 30+ languages — used by voice-agent platforms, contact centers, and media teams.

Employees

~150

Industry

Speech AI

Headquarters

San Francisco, CA

Sample tests· showing 3 of 9

#InputExpected behaviorCheck
01

Operator submits POST https://api.deepgram.com/v1/listen?model=nova-3 with Content-Type: application/json and body {"url":"https://media.example.com/call.wav"}.

Use JSON body with {"url":...} for URL ingestion. Deepgram fetches the media server-side; the URL must be publicly fetchable (or signed). Verify the media server returns audio/* Content-Type and a reasonable Content-Length. Treat non-2xx fetch errors as a Deepgram 400 with details in body.

Pass / FailAi Platformhigh
02

Operator transcribes a 45-minute clinical interview and picks model=nova-3-medical.

Pick model=nova-3-medical for medical-domain audio (clinical vocabulary boost); pin the version. For general business audio use nova-3-general. Do not switch model per retry; benchmark on a held-out fixture before changing the default model in production.

Pass / FailAi Platformmedium
03

Operator submits batch with callback=https://ops.example.com/dg-hook to avoid long-polling.

Request returns immediately with a request_id; transcript is POSTed to the callback URL when ready. Implement the receiver as idempotent on request_id — Deepgram retries the callback on non-2xx responses [REQUIRES-VERIFICATION on retry count and backoff]. Sign or scope the receiver to defend agains…

Pass / FailAi Platformcritical

How this eval is graded

Grade against expected.ideal_behavior and expected.rubric. Per-criterion pass requires mean >= 4.0 and no criterion below 3.

Rubric criteria

  • Deepgram
  • Ai Platform
  • Batch Stt Rest

Recommended for

Deepgram Speech AI PlatformDeepgram customers

Works with

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