APIs & SDKs
Vagary Labs
Platform and APIs powering a fleet of products
- 0community votes
- 32DR by Ahrefs no change since last check
- 2026founded
Ahrefs Domain Rating listed 10 Nov 2026, relisted 7 Nov 2026.
Vagary Labs builds a shared platform consumed by multiple product surfaces, providing APIs for capabilities like identity, speech, retrieval, billing and
What it is
Vagary Labs: the homepage
Vagary Labs designs, builds, and operates a shared platform infrastructure that powers multiple product surfaces including Index of News, Attorney Atlas, Vagary Voice, and Vagaris. The platform provides capabilities that run once and are consumed by every product, including identity authentication, speech-to-text and text-to-speech, content retrieval, billing metering, and messaging services.
The company publishes open-source tooling and platform notes. The platform is engineered with a single authentication authority backing every product, versioned OpenAPI contracts for each capability, and observability built into every surface by default. The control plane runs on the fleet's own infrastructure rather than relying on external SaaS services.
Listed capabilities
- Single authentication authority for all products
- Versioned OpenAPI contracts for each capability
- Observability built into every product surface
- Self-hosted control plane infrastructure
- Speech-to-text and text-to-speech capabilities
- Usage metering and billing for platform surfaces
- Search and retrieval over product datasets
- Public fleet status monitoring
- Secret vaulting with tiered access
Pricing
Pricing model: Freemium
Free tier with metered usage (LLM tokens 100,000, API calls 10,000, Speech-to-text 1 hour, Text-to-speech 50,000); Pro $49/mo (LLM tokens 5,000,000, API calls 1,000,000, Speech-to-text 50 hours, Text-to-speech 5,000,000); Enterprise $499/mo (unlimited)
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Vagary Labs metrics
| Metric | Value |
|---|---|
| Domain Rating | 32 no change since last check |
| Trust Flow | 0 no change since last check |
| Citation Flow | 22 no change since last check |
| Referring domains | 5 no change since last check |
| External backlinks | 178 no change since last check |
Ahrefs Domain Rating listed 10 Nov 2026, relisted 7 Nov 2026. Majestic listed 7 Nov 2026, relisted 7 Nov 2026. Link data listed by Majestic. Trust Flow, Citation Flow and Topical Trust Flow are trademarks of Majestic-12 Ltd.
Vagary Labs domain listing data
Show the listing data
| Domain age | 3 months |
|---|---|
| Registered | |
| Expires | |
| Registrar | Spaceship, Inc. |
| DNSSEC | Signed |
Vagary Labs launch receipt entry
| Measure | At launch, then latest |
|---|---|
| Domain Rating (Ahrefs) | 32 to 32 no change since launch 7 Nov 2026, then 10 Nov 2026 |
| Trust Flow (Majestic) | 0 first measured 7 Nov 2026 |
| Referring domains (Majestic) | 5 first measured 7 Nov 2026 |
Day 3 since launch. Next receipt: day 30, 7 Dec 2026. We show what changed, not what caused it: many things affect these numbers. Nothing here is estimated.
Before you launch
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Quick answers
How is usage billed?
Usage is metered per capability and billed to the organization. A team running multiple products receives a single bill with quota headroom and support level applied across every product.
What counts as a Monthly Active User for billing?
A Monthly Active User (MAU) is a distinct human end-user who performed at least one authenticated action such as sign-up, sign-in, or a protected profile update in a calendar month for a given organization and identity binding.
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