Transparent pricing for
every scale of research

No. AI4SC HUB covers the platform — kernel profiling, gradient analysis, CI tooling, code review, and support. Upstream LLM usage (OpenAI, Anthropic, Google) is billed directly through your own vendor accounts. We apply zero markup on model costs.

Yes. Upgrades take effect immediately and are prorated to your current billing cycle. Downgrades take effect at the end of the cycle. Enterprise contracts are structured separately — contact us to discuss your requirements.

On the Pro plan, overages are billed at $0.008 per 1,000 tokens and appear on your next invoice. On the Free plan, requests are paused until the next monthly cycle with no unexpected charges. Enterprise plans negotiate custom overage terms.

Yes. Qualifying academic institutions and non-profit research organisations receive 40% off Pro plans. Contact us with your institutional email address for verification. National labs and government research agencies are evaluated case by case.

Yes. Enterprise includes fully on-premise deployments with no outbound telemetry, offline license keys, fixed-version maintenance, and custom audit log formats. We have active deployments at classified facilities and government laboratories. Contact our enterprise team to discuss your specific security requirements.