All Competitors

Every biological foundation model, evaluated and ranked by the bio.rodeo team

Showing 1–3 of 3 filtered models

  • STORM

    —2—
    Stanford UniversityApril 4, 2026clinical_outcome_predictionfoundation_modelgene_expression_prediction+6

    Spatial transcriptomics foundation model pairing gene expression with H&E histology for spatial domain discovery and clinical outcome prediction.

    Spatial omicsPathology
    17Openness

  • M-Optimus

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    BioptimusDecember 17, 2025clinical_outcome_predictiondrug_target_identificationfoundation_model+8

    Multimodal foundation model that embeds histology, transcriptomics, and clinical records in one space for patient stratification and target discovery.

    PathologySpatial omicsSingle-cell
    3Openness

  • Cardiac Sensing Foundation Model (CSFM)

    473—
    University of Oxford +5 othersJuly 1, 2025clinical_outcome_predictioncross_modality_generationdiagnosis+8

    Multimodal foundation model for cardiac biosignals, pretrained by masked modeling on ECG, PPG, and clinical text from ~1.7 million individuals.

    BiosignalsLanguage model
    26Openness