Loading the SOTA2 catalog…
Best Edge AI
products in 2026
Compare edge ai 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 |
|---|---|---|
| Colleague AI | An AI-powered education platform for K-12 teaching, learning, and school operations, developed and validated through federally funded research. | |
| Francis | An open-finance and AI platform providing an embedded personal financial companion for wealth management and fintech firms. |
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 companies