Alternatives to CUREBench

Lamin is an open data platform and open-source LaminDB library for lineage tracking, multimodal lakehouse storage, and FAIR dataset governance in computational

Open-source, self-hosted AI research assistant for drug discovery — molecular property prediction, virtual screening and PK/PD modeling on your own hardware.

Open-source Python framework that assembles causal and mechanistic models from literature and biological databases.

Owkin's K Pro is an autonomous AI scientist agent that informs biopharma R&D, clinical trial and portfolio decisions.

Generative AI drug discovery suite covering target ID, molecule design, biologics engineering and clinical trial prediction.

AI-guided protein engineering that co-optimizes binding, stability, activity, and expression using your own wet-lab data.

FDA-cleared echo AI that automates LVEF, flags cardiac amyloidosis, and bills under CPT 0932T plus a 2026 Medicare NTAP.

AI agents that assemble clinical evidence into quantitative models for trial design, dose selection and go/no-go decisions.

Project-based AI biopharma team that delivers decision-grade research, analysis, and computational design in 3–5 days.

A research-stage AI platform for discovering neurotherapeutics that act on neural circuits across multiple disorders.

Clinical-stage AI drug discovery company running a wet-and-dry lab-in-the-loop engine with 2M weekly experiments and a 50+ PB phenomics dataset

Evotec is a life-science partner running AI-assisted drug discovery and Just–Evotec Biologics manufacturing.

Silico is Goodfire's interpretability agent for understanding, debugging, and controlling the internals of your AI models

Clinical-stage biotech designing highly selective small-molecule drugs for oncology, immunology, and metabolic disease through partnership-led discovery.

Oncology real-world evidence platform turning patient data into AI-assisted cancer research insights.

All-in-human AI foundation models that predict brain activity and therapy response for CNS drug programs

Iktos pairs generative AI with robotic lab automation to compress small-molecule drug discovery.

Renamed: Deep 6 AI was acquired by Tempus AI in March 2025 and its trial matching folded into Tempus.

Physics-based simulation plus AI for molecular discovery across drug and materials design.

Cloud ELN, LIMS, and AI platform that unifies biotech R&D data for discovery teams.

FDA-cleared AI for cancer pathology: prostate, breast, GI and pan-cancer detection on H&E slides, plus Virchow foundation models for research.

Cloud-based medical imaging platform that turns MRI, CT, and PET scans into regulatory-cleared quantitative imaging biomarkers.

Tempus is an AI precision oncology platform that pairs tumor DNA/RNA sequencing with a 7M+ de-identified clinical record library for treatment and trial

AI-native biotech pairing 20+ petabytes of cellular experiments with population genetics to find causal drug targets

Cellino builds closed-loop, AI-guided bioprocessing hardware for personalized cell therapy manufacturing.

BenevolentAI applies a decade-built biomedical knowledge graph to drug target discovery and repurposing for biopharma R&D teams.

PathAI is an enterprise digital pathology platform for diagnostic accuracy and biopharma drug development.

Clinical-stage TechBio company using cellular imaging and AI to discover drugs, with a Phase 1 MALT1 inhibitor and a Genentech neuroscience collaboration.

Dotmatics Luma: agentic AI that plans, executes, and completes R&D data analysis, report generation and platform configuration for multimodal scientific

Exscientia now lives inside Recursion — an AI drug discovery engine built on automated wet labs and a 50+ PB dataset.