All Competitors

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

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42—9

IQuestLabFebruary 13, 2026biomoleculescurriculum_learningenergy_prediction+5

Universal all-atom machine-learning force field for molecular dynamics, with ab initio-level accuracy on solvated biomolecules of ~1,500 atoms.

Small moleculeProtein

81Openness

—3—

InstaDeep +1 otherDecember 21, 2024equivariant_neural_networkforce_fieldgraph_neural_network+4

Surrogate machine learning force field reusing a reference model's node features from earlier steps, running molecular dynamics eight times faster.

Small moleculeProtein

11Openness