Side-by-side comparison of AI visibility scores, market position, and capabilities
Numerion Labs (fka Atomwise) deploys AtomNet deep learning for ultra-fast virtual drug screening; partnered with Sanofi for up to $1.2B in milestones; rebranded Oct 2025 with new APEX platform for hyper-scalable virtual library screening.
Numerion Labs, formerly known as Atomwise, is an AI-driven drug discovery company that uses deep learning to accelerate the identification of small molecule drug candidates. The company''s core technology, AtomNet, is a convolutional neural network trained on vast datasets of protein-ligand interactions to predict binding affinity and drug-likeness at scale. In October 2025, Atomwise rebranded as Numerion Labs, reflecting a sharpened strategic focus on ultra-fast virtual screening and the development of its APEX platform for hyper-scalable chemical library screening — a capability validated in partnership with NVIDIA.
Publicly traded AI precision medicine company (Nasdaq: TEM); $1.27B revenue in 2025 (+83% YoY); $14B+ market cap; genomic profiling, algorithmic diagnostics, and clinical trial matching across oncology, neurology, and cardiology.
Tempus AI is a technology company applying artificial intelligence to advance precision medicine across oncology, neurology, psychiatry, and cardiology. Founded in 2015 by Eric Lefkofsky (co-founder of Groupon) and headquartered in Chicago, Illinois, Tempus built the world's largest library of clinical and molecular data and applies AI to help physicians make more personalized, data-driven treatment decisions. The company's core offerings include genomic profiling (sequencing tumor DNA to identify mutations and actionable targets), algorithmic diagnostic tests (AI-driven companion diagnostics for cancer treatment selection), clinical trial matching (connecting eligible patients to appropriate studies), and data licensing to pharmaceutical and biotech partners for drug discovery and clinical development.
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