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WhisperX Review

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Whisper + forced alignment + diarization pipeline for accurate word timestamps

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Facts verified Jul 20, 2026Website →

What we know about WhisperX

WhisperX sits in the speech-to-text apis category, where it is whisper + forced alignment + diarization pipeline for accurate word timestamps. We keep this WhisperX profile grounded in primary sources, each fact dated to when we last confirmed it.

WhisperX does not publish a public per-minute rate we have been able to verify, so the price figure here stays blank until we can confirm one. We would rather show nothing than a guessed number; if you have a current WhisperX quote, it is the fastest way for us to close that gap.

On capabilities, WhisperX covers language auto-detection, word-level timestamps, and self-host / on-prem option, and does not offer websocket streaming api. Each of those is verified against WhisperX's own docs or dashboard, not marketing copy.

In total we track 12 verified facts for WhisperX today, each linking the primary source it came from so you can check our work - and vendor claims we have not measured ourselves are labeled as such on the WhisperX fact sheet below.

Reviewed by vsref Editorialfacts verified Jul 20, 2026Methodology →

Fact sheet

Capabilities
Capabilities facts
Language auto-detection✓ YesJul 20
Speaker diarization✓ IncludedJul 20
Word-level timestamps✓ YesJul 20
Priced audio-intelligence add-ons70x realtime batched inference (large-v2); VAD preprocJul 20
Compliance & trust
Compliance & trust facts
Self-host / on-prem option✓ YesJul 20
Model weights licenseBSD-2-ClauseJul 20
Build experience
Build experience facts
Official SDKsPythonJul 20
Websocket streaming API✗ NoJul 20
Commercial
Commercial facts
Model size (parameters)Wraps OpenAI Whisper models, tiny to large-v2/v3Jul 20
Hardware to self-hostGPU <8GB VRAM for large-v2 (beam 5); CPU/macOS OKJul 20
Project maintenance statusActive - v3.8.6 released 2026-05-25Jul 20
GitHub stars23,200 starsJul 20

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