Observed Antibody Space (OAS)

Over a billion annotated antibody repertoire sequences, paired and unpaired.

Developer: OPIG, University of Oxford

Commercial use OKFree for commercial use

Overview

Developer
OPIG, University of Oxford
Commercial rights
Commercial OK
Commercial cost
Free commercially
Compute
Hosted service
Open weights
Yes
Last verified

Capabilities

Antibody repertoire sequences. Input: a query over studies/species/chains; output: over a billion annotated BCR sequences, paired and unpaired, for training language models and checking whether a CDR looks natural.

When to use it

Use for training or benchmarking antibody language models and for germline/naturalness baselines. Study-level batch effects and uneven donor coverage mean naive frequency statistics mislead.

Input / Output

Input
a query over studies/species/chains
Output
over a billion annotated BCR sequences, paired and unpaired, for training language models and checking whether a CDR looks natural

Compute

Hosted service. Other tools with this compute profile →

Commercial Licensing

Commercial rights — may a company use it?

Commercial use OK

Licence as writtenCreative Commons Attribution 4.0 International (CC BY 4.0)

The OAS homepage states: 'Please note that the data contained within OAS is available under a CC-BY 4.0 license.'

Original sources — read on 15 Oct 2026
  1. opig.stats.ox.ac.uk/webapps/oas

The licence read at the source allows use by a company. Attribution or copyleft conditions may still apply — read the note.

Commercial cost — is commercial use free of charge?

Free for commercial use

Free under CC BY 4.0, including for commercial training runs; attribute OAS and the underlying studies.

Original sources — read on 15 Oct 2026
  1. opig.stats.ox.ac.uk/webapps/oas

Price and rights are separate: this panel is about money, the panel above is about permission.

  • Commercial OK ≠ Free of charge. A tool can be licensed for company use and still need a paid licence for a dependency (BindCraft → PyRosetta).
  • Free download ≠ Commercially licensed. Weights you can download at no cost may still forbid commercial use (AlphaFold 3).
  • Unverified ≠ Commercially permitted. If no published statement settles it, treat it as unknown — not as a yes.
  • Every component counts. Each status considers the code licence, the model-weights terms, required dependencies and any terms of use.

Model Weights

Open weights. A separate weights licence is Not documented as its own field; where weights carry different terms from the code, that is stated in the licence explanation above.

Dependencies

Not documented as a separate field. Any dependency that affects commercial use (for example a paid PyRosetta licence) is named in the licence and cost explanations above.

Official References

From the makers of FoldScout

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