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Vendor: Censius
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    What is Censius?

    Censius offers end-to-end AI observability that delivers automated monitoring and proactive troubleshooting to build reliable models throughout the ML lifecycle.

    Censius mindshare

    As of January 2026, the mindshare of Censius in the Model Monitoring category stands at 0.1%, up from 0.1% compared to the previous year, according to calculations based on PeerSpot user engagement data.
    Model Monitoring Market Share Distribution
    ProductMarket Share (%)
    Censius0.1%
    Arize AI24.0%
    Fiddler AI23.2%
    Other52.7%
    Model Monitoring

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