Documentation Portals & DevPortals
4.0/5.0
VerifiedFreeLast technical review:
Markdown for AI (.md)

Lab Canary

Public scorecard evaluating AI lab staff contracts and whistleblowing policies.

Pricing

$0/mo

Free
Score

4.0/5

License
MIT
Last technical review
2026-11-06
Available plansVisit website (opens in a new tab)

Technical Overview

Lab Canary evaluates staff contracts and speech policies at major artificial intelligence labs against a strict standard protecting trade secrets while preserving the right to criticism and whistleblowing. Designed for researchers, ethical auditors, and the technical community interested in institutional transparency within frontier AI organizations.

Analyst Evaluation: Pros and Limitations

Verified Advantages

  • Public transparency backed by verifiable documentary evidence.
  • Clear evaluation standard for contracts and confidentiality clauses.
  • Open access with no paywalls to consult ratings and sources.

Technical Considerations

  • Relies heavily on public information and media reports to score laboratories.
  • Narrow scope focused exclusively on employment contracts within AI labs.

Technical Capabilities & Features

1/7
Not available:REST & GraphQL API
Not available:SSO / SAML Authentication
Not available:Self-Hosted Option
Included:Full Data Export
Not available:Role-Based Access Control (RBAC)
Not available:Custom Domains & SSL
Not available:Immutable Audit Logs
Scorecard
Show detailsHide details

Technical Scorecard: Lab Canary

75/100
DX & Tech Documentation
Excellent
80/100
Pricing Fairness
Excellent
100/100
Security & Governance
Favorable
70/100
Data Portability & Sovereignty
Favorable
60/100
Performance & Reliability
Favorable
65/100

Time to Value & Fit by Segment: Lab Canary

Estimated Time-to-Value< 1 hour (Immediate)

Near-instantaneous deployment with minimal technical friction.

Learning CurveLow (Intuitive)

Rapid onboarding for developers without prior training required.

Fit Index by Organization Size

Startup & Agile Teams1 to 50 members
80%
Mid-Market & Scaleup50 to 500 members
85%
Corporate Enterprise500+ members
90%
Pricing & TCO
Show detailsHide details

Pricing

$0.00/mo

Model: FREE.

Free Tier Verification:

  • No credit card required
  • Commercial use allowed
  • Unlimited usage with no expiration
  • No mandatory watermarks
Get Lab Canary (opens in a new tab)

Billing Risks & Hidden Clauses: Lab Canary

Free Tier Limits:

Acceso libre e indefinido a todas las evaluaciones y fuentes públicas.

Total Cost of Ownership (TCO) Projection: Lab Canary$0.00/mo
Deterministic cost estimation at 12 and 36 months based on team size, including SSO tax premiums and annual prepay discounts.
Show detailsHide details
Licensing Cost (1 to 100+ seats)
$0/forever
Unlimited team members with zero penalties
SSO Tax (SAML Enterprise)
$0no surcharge
No artificial security barriers
3-Year Investment (Software TCO)
$0total
operates under a zero-cost or open-source model. Licensing TCO is identical:
Usage Surcharges & Bill Shock Simulator: Lab CanaryWhat usage costs as you scale
Detect overage penalties before they impact engineering budget.
Show detailsHide details

Prototype / MVP (10 GB)

Included base quota in plan: 10 GB.
Low Risk / Predictable Bill
Base Monthly Rate
$0/mo
Fixed subscription or contracted tier
Overage Penalty
$0/month extra
Usage covered within plan quota
Estimated Monthly Invoice
$0/mo
Total monthly cost before taxes
Technical Mitigation Recommendation:

Suitable for development; verify concurrent connection limits.

Base Production (50 GB)

Included base quota in plan: 50 GB.
Low Risk / Predictable Bill
Base Monthly Rate
$0/mo
Fixed subscription or contracted tier
Overage Penalty
$0/month extra
Usage covered within plan quota
Estimated Monthly Invoice
$0/mo
Total monthly cost before taxes
Technical Mitigation Recommendation:

Implement table compression policies and temporal partitioning.

Active Growth (250 GB)

Included base quota in plan: 250 GB.
Low Risk / Predictable Bill
Base Monthly Rate
$0/mo
Fixed subscription or contracted tier
Overage Penalty
$0/month extra
Usage covered within plan quota
Estimated Monthly Invoice
$0/mo
Total monthly cost before taxes
Technical Mitigation Recommendation:

Offload cold backups to standard object storage (S3).

Large Scale (1.000 GB (1 TB))

Included base quota in plan: 1,000 GB.
Low Risk / Predictable Bill
Base Monthly Rate
$0/mo
Fixed subscription or contracted tier
Overage Penalty
$0/month extra
Usage covered within plan quota
Estimated Monthly Invoice
$0/mo
Total monthly cost before taxes
Technical Mitigation Recommendation:

Migrate to dedicated instance or self-hosted cluster to curtail I/O fees.

Security & Data Exit
Show detailsHide details

Compliance & Security Standards: Lab Canary

SOC 2 Type IINot reported
ISO 27001Not reported
GDPR / RGPDNot reported
HIPAANot reported
PCI-DSSNot reported
Jurisdiction & Legal Sovereignty
🇺🇸United States [US]Subject to US CLOUD ActDPA On Request
SSO Availability (SAML Enterprise)
No SSO Documented
Data Residency
GLOBAL
AI Privacy Policy
Not evaluated
Data Liberation & Migration Runbook: Lab CanaryJSON · CSV
Actionable escape runbook and credential export guarantees to mitigate vendor lock-in.
Show detailsHide details
Supported Structured Export Formats
JSONCSV
Password Hash Portability
Subject to Support Ticket (Manual Process)

Credential hash export requires commercial mediation or formal support ticket approval.

Exit Protocol & Migration Notes

No database migration required as the platform provides public scorecard reading.

Deployment & Infrastructure Requirements: Lab CanaryMIT
Hardware specs and Docker directives to run on local servers, dedicated VPS, or Kubernetes without telemetry leak to the cloud.
Show detailsHide details
Minimum Memory1 GB RAM (Recommended)
Compute CPU1 vCPU
Runtime / LanguageHTML
Code LicenseMIT
Docker CLI Directive
docker run -d --name lab-canary -p 8080:8080 lab-canary:latest
Companion Services & Dependencies:
PostgreSQL 15+Redis 7+
Community & Repository
Show detailsHide details

Technical Reputation of Lab Canary

66/100 Technical Trust

Frequent Praises in Production

  • Public transparency backed by verifiable documentary evidence.
  • Clear evaluation standard for contracts and confidentiality clauses.
  • Open access with no paywalls to consult ratings and sources.

Reported Production Frictions

  • Relies heavily on public information and media reports to score laboratories.
  • Narrow scope focused exclusively on employment contracts within AI labs.
Commercial Treatment & Vendor Lock-in:1-Click Cancellation

Immediate cancellation from account settings without phone calls or forced retention.

Open source repository activity: Lab Canary0
Stars, forks and release cadence
Show detailsHide details
Stars0
Forks0
Open Issues1
SPDX LicenseMIT
Latest Commit DetectedNov 3, 2026

Frequently Asked Technical Questions (Lab Canary)

How are AI lab contracts evaluated on Lab Canary?

Evaluations are based on publicly available information, official statements, and journalistic reports measured against a standard separating legitimate secret protection from gag clauses.

Can laboratories update their status on the platform?

Yes, labs can choose to publish their full policies or template contracts to update scores previously derived from indirect reporting.

Is there any cost to access the database and evidence?

No, all platform content, including sources and evaluation breakdowns, is freely accessible to the public.

Direct Alternatives

Embed Verification Badge
Official Badge
Show detailsHide details
TheJudex Verified - Lab Canary