Future of SoftwareStart Survey

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Censius vs Vigil AI

People
CensiusMLOps Platforms
Vigil AIMLOps Platforms
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Price
Free

MLOps Platforms

Annual estimate10 people, entry price
Free
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MLOps Platforms

Overview
Focus
MLOps Platforms
MLOps Platforms
Product
AI observability platform for end-to-end ML monitoring with performance tracking and explainability dashboards.
AI governance and observability platform for monitoring production generative AI.
Headquarters
San Francisco, California
Austin, Texas
Company size
11-50 employees
2-10 employees
Founded
2020
2023
Pricing details
Published rate
Free
Free options
Free plan
Source updated
Oct 29, 2026
Nov 2, 2026

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MLOps Platforms