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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 |
|---|---|---|
| iMerit | iMerit provides expert-managed AI data annotation, validation, and model fine-tuning services, combining a proprietary automation platform and a global community of subject matter experts. |
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Foundation & Language Models53 companiesMultimodal Models18 companiesImage & Video Models25 companiesSpeech & Audio Models39 companiesScientific Models189 companiesModel APIs & Gateways90 companiesCompute & Accelerators44 companiesModel Hosting & Inference65 companiesMLOps & Deployment84 companiesAI Evaluation & Observability111 companiesAI Safety & Governance68 companiesEdge AI53 companies