Loading the SOTA2 catalog…
Best Scientific Models
products in 2026
Compare scientific models products for capabilities, deployment, pricing, and enterprise readiness. Ranked using verified practitioner feedback, product research, and enterprise trust signals.
Top companies and products
| Company | Description | Matching products |
|---|---|---|
| BrianQC | Startup project in the field of quantum chemistry, providing a GPU-based solution to speed up demanding quantum chemistry calculations. Compatible with Q-Chem and Psi4, and usable as a Software Development Kit (SDK). | |
| Numeric Systems GmbH | Developer of pacefish®, a GPU-accelerated computational fluid dynamics (CFD) simulation tool for physical fluid flows. | |
| Ai2 (The Allen Institute for Artificial Intelligence) | Conducts high-impact research and engineering to tackle key problems in artificial intelligence. |
Choose a product market
Foundation & Language Models47 companiesMultimodal Models18 companiesImage & Video Models25 companiesSpeech & Audio Models38 companiesModel APIs & Gateways88 companiesCompute & Accelerators38 companiesModel Hosting & Inference60 companiesMLOps & Deployment83 companiesAI Evaluation & Observability106 companiesAI Safety & Governance66 companiesEdge AI52 companies
