access tiers
Pricing
Academic tier is free in perpetuity for verified .edu researchers. Other tiers scale to corporate usage + strategic partnerships. All tiers access the same underlying universal-substrate compiler — pricing reflects rate caps + support surface + license terms.
Academic
Free
100 req/day/endpoint
University researchers + students
features
- All universal-substrate endpoints
- Paper-reproducibility bench replay
- Public reproducibility hashes (citable)
- Failure dashboard access
- Challenge mode (free for everyone)
Best-effort uptime · citation required in publications
Sign upmost common
Pro Researcher
$79/mo
10,000 req/day/endpoint
Individuals / consultants / independent researchers
features
- All Academic features
- Private experiment workspaces
- Priority queue (10× over Academic)
- Notebook sharing + version history
- API key rotation + audit log export
SLA: 99.5% uptime · citation required in publications
Sign upLab Enterprise
$2,500/mo
100,000 req/day/endpoint
Corporate R&D (pharma, semiconductor, finance, materials)
features
- All Pro features
- Dedicated rate limit pool + burst budget
- Hardware-keyed desktop license (DOLAS Lab.app)
- On-prem Docker option (image: ghcr.io/dydact/lab)
- SSO (SAML / OIDC)
- Per-org SLA + named support contact
SLA: 99.9% uptime
Contact usDOLAS Strategic
Contact
Dedicated
Strategic partners (research institutions, governments, foundational R&D)
features
- All Lab Enterprise features
- Dedicated DOLAS compute instance (single-tenant)
- Custom compiler extensions per partner domain
- Co-authored case studies
- First-look on unpublished benchmarks + pre-print papers
- DOLAS technical board observer seat
SLA: 99.99% uptime
Contact usWhy these prices
DOLAS Lab is priced above general-purpose ML APIs (Modal, Replicate) and below specialized scientific computing licenses (MathWorks, COMSOL, Ansys). Academic tier is permanent free because we want researchers to falsify and extend the work — citations are the rate Academic users pay. Corporate tiers fund the infrastructure + ongoing compiler development.