Audio and podcasting decision
Vatis Tech
A competent developer can reproduce a useful self-hosted transcription workflow using open-source ASR and diarization (prior art exists), but Vatis’s enterprise features, proprietary-data accuracy and compliance/certifications are hard to match.
Visit website↗Built by Adrian Ispas, who ships 3 products in this index
$10/mo
$120/yr
Read off the official pricing page.
$100one-off120 h to build
$300/mo6 h/mo upkeep
On cash alone, building overtakes the subscription at 31 seats.
The code exists. It is not what you are paying for.
These 2 projects are real, published, and do the core job — and this page still says keep paying. What the subscription buys is proprietary data, and none of that ships in a repository. Fork one anyway if you want to. Go in knowing what it does not carry. What stays hard ↓ · All Vatis Tech alternatives, with the arithmetic →
What a replacement has to do
- Upload audio → run ASR+diarization → present editable transcript → export or return via API.
What it still won’t have
- Enterprise SLAs, unlimited concurrency guarantees and volume-discounted pricing
- ISO 27001 certification / SOC 2 Type II attestation and company-level GDPR compliance paperwork
- Proprietary trained models and claimed 98–99% benchmarked accuracy from proprietary datasets
- On-demand private-cloud / turnkey on‑prem deployments with dedicated support
What remains hard
- Proprietary data
"The best overall in-domain performance is achieved by Vatis on Antena1 (4.4%), indicating the advantage of proprietary data and domain tuning."
First-year cost
Keep paying
Paying is—cheaper in year one.
On cash alone, building overtakes the subscription at 31 seats.
Money you would actually spend
Time you would spend
—
What you would spend
What we assumed
The verdict above measures whether you could build it. This one is only about money.
Runnable build prompt
Build a minimal self-hosted transcription service using FastAPI + PostgreSQL + Redis + Celery, containerized with Docker Compose (or Kubernetes). Use whisperX or faster-whisper for ASR and speaker diarization, expose a REST API for pre-recorded file upload and streaming, include a web-based transcript editor (React) supporting exports (TXT, SRT, VTT, DOCX, JSON). In scope: audio upload/storage to S3-compatible bucket, ASR worker pipeline, diarization merging, basic auth/API key, retry/error handling, unit and integration tests, Docker-based deployment and monitoring alerts. Out of scope: training proprietary models, SOC2 certification, enterprise SLA/customer portal, advanced autoscaling. Provide automated tests for API and core pipeline and clear error responses for failed transcriptions.
How we checked
How the score was reached
- Pay verdict base20
- An open-source build was found+5
- 5 cited sources+3
- Price verified on pricing page+3
- 3/3 assessment runs agreed+4
- Hard moats found in the evidence-6
- Evidence score29
The base comes from the verdict. Everything under it is a check that either happened or did not, and each one is a fact frozen in this record rather than a judgement made at render time - so the same evidence always produces the same number.
How scoring works →Cited sources · 5
Every page the run actually retrieved.
- official productVatis Tech - Home
- official pricingVatis Tech - Pricing
- official docsVatis Tech Documentation
- open sourcecjpais/Handy
- open sourceZackriya-Solutions/meetily
Integrity checks
What held up, and what did not.
