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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 |
|---|---|---|
| ONDEWO | Award-winning Austrian high-tech AI company developing conversational AI platforms for human-machine communication. Platforms run on-premise and in the cloud. | |
| Octopus | Scientific program for ab initio virtual experimentation, developed by the Theory Department of the Max Planck Institute for the Structure and Dynamics of Matter. Supports DFT, TDDFT, Maxwell-TDDFT, and QEDFT calculations. | |
| Ohm | Frontier AI platform for engineering test labs, targeting Fortune 100 hardware engineering teams across automotive, aerospace, battery, data centers, and wearables/consumer electronics. | |
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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
