All Competitors

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

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  • AINN-P1

    AinnocenceMarch 30, 2026variant_effect_predictionprotein_fitness_predictionlstm+3

    A compact 167M-parameter sequence-only protein language model using a multiplicative LSTM that achieves competitive ProteinGym fitness prediction without structure or attention.

    Protein