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 a $5 wallet balance on signup. Fund a wallet after that and design without limits, paying only for the compute delivered. 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. Funded from your wallet, with no per design charge and no cap on how many you run. Per job guardrails keep a bad input from running 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

All-atom diffusion de novo binder design (MIT BoltzGen), choosing backbone and sequence together, with a built-in refolding self-consistency check.

Runtime 5 to 60 min BoltzGen, Stärk et al., MIT 2025

PXDesign

ByteDance's open binder designer, built on the AlphaFold3-class Protenix model and scored with AF2 Initial Guess. The same tool we run on our wet lab campaigns.

Runtime 17 to 60 min PXDesign, ByteDance, bioRxiv 2025

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 in your wallet on signup, enough to try any tool. Epitope Scout and Developability Scout stay free. Your balance is your only cap.

Sign up free →
Self serve

Wallet, unlimited design

Top up in any amount from $20. Your balance is your cap and design count is unlimited. No credits, no tiers, no subscriptions.

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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 →