Ranomics
All tools

AI protein design tools, end to end

Free epitope and developability triage, GPU-backed de novo binder design, structure prediction, and yeast display library planning, all on a single USD wallet alongside the Ranomics yeast display CRO.

Free to start with $5 of compute credit on signup. Pay as you go after that. Used by academic labs, seed biotechs, and industrial R&D groups to scope campaigns before committing compute or wet lab budget.

GPU-backed tools

De novo binder design + structure prediction

Run on dedicated GPUs. No shared batch queues, no place in line. Metered against your wallet, with per job hard caps so a bad input can never run away with your balance.

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BindCraft

De novo binder design via AlphaFold2 multimer with hotspot-focused backpropagation. Best when you have a target PDB plus known hotspots.

Runtime ~45 min Pacesa et al., bioRxiv 2024

RFdiffusion

Diffusion-based de novo backbone generator paired with ProteinMPNN sequence design and AF2 multimer scoring. General-purpose binder design with calibrated confidence.

Runtime 15 to 30 min Watson et al., Nature 2023

RFantibody

Antibody-specific RFdiffusion fine-tune. Generates VHH (single-domain / nanobody) and scFv scaffolds against a target.

Runtime 15 to 60 min Bennett et al., bioRxiv 2024

BoltzGen

Boltz-2 binder design with native support for glycans, post-translational modifications, and non-canonical residues. Refolds candidates end to end.

Runtime 5 to 60 min Wohlwend et al., MIT 2024

PXDesign

Ranomics in-house pipeline. RFdiffusion-style backbone generation with JAX AF2 Initial Guess scoring. Same pipeline that drives our wet lab campaigns.

Runtime 17 to 60 min Bennett et al., Nat. Commun. 2023

ProteinMPNN

Sequence design for an existing backbone. Pair with any of the binder-design tools above to redesign sequences on the generated structures.

Runtime ~1 min Dauparas et al., Science 2022

AlphaFold2

Gold-standard structure prediction with full MSA + templates and calibrated pLDDT / PAE. Monomer or multimer.

Runtime 5 to 10 min Jumper et al., Nature 2021

ColabFold

Fast no-MSA AF2 fold. 1 to 2 minutes per run when you need throughput and can tolerate slightly lower accuracy than full-MSA AF2.

Runtime 1 to 2 min Mirdita et al., Nature Methods 2022

ESMFold

Single-sequence monomer fold from the ESM-2 language model. The fastest fold available when no MSA is helpful (orphan sequences, designed binders).

Runtime ~30 s Lin et al., Science 2023
Pricing

Self serve to wet lab CRO, one ladder

Start free, scale into self serve when you are running real campaigns, hand off to the wet lab when a design is worth validating in cells.

Self serve

Free to start

$5 of compute credit on signup. Unlimited smoke runs. Most evaluation runs cost cents.

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Self serve

Wallet, pay as you go

Top up in any amount from $20. Per job pricing, per second compute. No subscription, no seats, no tiers.

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Self serve

Auto reload, optional

Save a card to auto reload when balance runs low. Limited to one charge per 24 hours plus a monthly cap you set.

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CRO

Binder Pilot

Single round, smaller design pool. Wet lab validation included. Smallest CRO entry point.

See the Pilot →
CRO

AI Binder Sprint

6 to 8 weeks, multi algorithm, 100 percent binder guarantee. Flagship offering.

See the Sprint →
CRO

Custom campaign

Open scope, multi target, multi round, pharma grade. For programs at scale.

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Need the full campaign run end to end?

Self serve tools give you the design layer. Binder Pilot adds wet lab validation, yeast display sorting, and a technical report. It is the smallest CRO entry point we offer.

See the Binder Pilot →