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Explore Models & AI Infrastructure
products in 2026
Browse models & ai infrastructure markets and compare products by the work buyers need to accomplish. Ranked using verified practitioner feedback, product research, and enterprise trust signals.
Top companies and products
| Company | Description | Matching products |
|---|---|---|
| SPECFEM3D | Open-source software project for seismic wave propagation simulation, founded by Dimitri Komatitsch and Jeroen Tromp and developed by a collaborative community. | |
| SPONGE | Molecular dynamics simulation software developed by the Yi Qin Gao group at Peking University, targeting multi-core CPU, GPU, NPU, and domestic Chinese hardware platforms for accelerated molecular dynamics simulation. | |
| Safe Superintelligence Inc. | Safe Superintelligence Inc. is an American company with offices in Palo Alto and Tel Aviv, describing itself as the world's first straight-shot SSI lab focused on building a safe superintelligence. | |
| Salus | A runtime for AI agents that sits between agents and backend tools, deciding whether each proposed action can execute. |
Choose a product market
Foundation & Language Models47 companiesMultimodal Models18 companiesImage & Video Models25 companiesSpeech & Audio Models38 companiesScientific Models189 companiesModel APIs & Gateways88 companiesCompute & Accelerators38 companiesModel Hosting & Inference60 companiesMLOps & Deployment83 companiesAI Evaluation & Observability106 companiesAI Safety & Governance66 companiesEdge AI52 companies
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