Every biological foundation model.

Ranked, scored for openness, refreshed weekly. 2565 and counting.

2565 models, tracked and scored.

Get an account and watch the categories you care about.

The landscape

Every model in the catalog, one dot. Size is citations; colour is category.

Open full view

Hover a dot to preview · click to open the model

  • DNA & Gene
  • RNA
  • Protein
  • Small molecule
  • Single-cell
  • Spatial omics
  • Pathology
  • Imaging
  • Metabolomics
  • Biosignals
  • Language model

Latest releases

Hot off the preprint servers — the newest biological foundation models.

See all releases

scKITE

China Agricultural University

Released September 14, 2026

———

Single-cell foundation model pretrained with cell-annotation and gene-regulon supervision on 179,067 profiles, then transferred as a frozen encoder.

Single-cell
38Openness

OmniTCR

West China Hospital of Sichuan University +1 other

Released September 13, 2026

——3

T cell receptor foundation model that scores peptide-MHC-TCR recognition and generates pMHC-conditioned CDR3β candidates from one shared backbone.

ProteinLanguage model
36Openness

PANDA

Tianjin Institute of Industrial Biotechnology +2 others

Released September 13, 2026

——4

All-atom de novo protein design that denoises sequence and structure as a single Cartesian process, reading residue identity from atomic occupancy.

Protein
38Openness
———

Anticancer peptide prediction specialized to breast cancer, running an MLP head over frozen ProtBERT embeddings of short peptide sequences.

Protein
50Openness

Plasma proteomics foundation model for prospective disease risk prediction across 144 diseases. Unmeasured proteins are omitted rather than imputed.

Protein
10Openness

ShEPhERD-2

MIT

Released September 12, 2026

——6

3D small-molecule generation conditioned on an interaction profile of shape, electrostatics and directional pharmacophores rather than a pocket.

Small molecule
93Openness