Model Requests

Antibody-focused developability model with partial solubility/HIC-RT/viscosity signal; very slow throughput. Primary use cases: Antibody candidate developability triage HIC-RT / viscosity risk cross-check Shortlist “last mile” evaluation

Strong for solubility and expression, especially on enzymes/general proteins; slow throughput. Primary use cases: Joint solubility + expression feasibility scoring Enzyme programs where expression yield matters Secondary/confirmatory scoring after fast screens

Strong Tm/thermostability predictor; generalizable to antibodies, enzymes, and general proteins; fast throughput. Primary use cases: Predicting thermostability/Tm shifts for mutants Stability screening in antibody & enzyme programs Benchmarking against BioLM stability models

Solubility predictor with strong expression/enzyme signal; generally applicable; fast throughput. Primary use cases: Enzyme solubility + expression feasibility screening Complementary solubility baseline for non-antibody proteins Multi-objective developability alongside BioLM solubility/stability models

CamSol is a widely used solubility predictor. In our summary matrix it’s strong for Solubility and works well for Antibodies and General proteins, with fast throughput. It’s a good baseline/industry reference for solubility risk flagging early in design and developability. Primary use cases: Early developability screening for soluble expression Antibody and general protein solubility triage Baseline comparison against BioLM native solubility models