Tools

Free utilities for biotech compute planning.

Three tools built from our verified benchmark data and live AWS pricing. No signup, no email gate — just numbers. Useful whether you end up using Clusterra or not.

Why these tools exist

Most biotech compute pages quote on-demand pricing and toy-example VRAM. Real production runs on AWS spot and real production inputs need more memory than the README suggests. We built these tools to bridge the gap — they expose the same data our customers use to scope their compute budgets.

Each tool is built from verified benchmark runs on public reference datasets (PXD, EMPIAR, GIAB, ChEMBL, PDB), with hardware, container digests, and output checksums published on the blog. The numbers are reproducible — we link to the source post on every row.

What’s coming next

Tools we’re working on: per-tool cost calculators (Boltz-2, AlphaFold 3, OpenFold3), an sbatch generator for biotech workflows, and a public-dataset reprocess cost estimator (paste a PXD or EMPIAR ID, get the bill). If there’s a tool you wish existed, tell us.

See the underlying benchmark data →