Roche Deploys 3,500 Nvidia Blackwell GPUs

Swiss drugmaker Roche announced it operates more than 3,500 Nvidia Blackwell GPUs dedicated to drug development, aiming to accelerate molecular simulation, candidate selection, and clinical-trial optimization. The deployment—largest publicly disclosed in pharma—supports Roche’s push to advance four obesity and Type 2 diabetes candidates toward pivotal Phase 3 trials and to challenge Eli Lilly’s GLP‑1 franchise. The move signals AI infrastructure is now treated as a core R&D expense.
Scoring Rationale
Significant compute deployment and industry reach, limited by lack of demonstrated AI-driven drug approvals so far.
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