All Competitors
Every biological foundation model, evaluated and ranked by the bio.rodeo team
Showing 1–4 of 4 filtered models
Lingshu-Cell
—3—Virtual cell model using masked discrete diffusion over the whole transcriptome to simulate scRNA-seq perturbation responses across tissues.
Single-cell21OpennessSCALE
—1—Shanghai AI LaboratoryMarch 17, 2026perturbation_response_predictionvirtual_cell_modelingtransformer+4Virtual cell foundation model predicting single-cell responses to genetic, chemical, and cytokine perturbations with conditional flow matching.
Single-cell19OpennessX-Cell
1058—Diffusion language model with 4.9 billion parameters that predicts genome-wide CRISPRi perturbation responses in single-cell transcriptomes.
Single-cell20OpennessAetherCell
202—Generative virtual-cell model predicting whole-transcriptome responses to unseen compounds and genetic perturbations, from cell lines to organoids.
Single-cellSmall molecule29Openness