
Evidently AI
8.3#2 in machine learning model monitoring softwareFrom $80 a monthFree planWebAPILinuxmacOS
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| Fact | Evidently AI | MathWorks Modelscape Monitor |
|---|---|---|
| Purpose | Evidently evaluates, tests, and monitors LLMs, RAG applications, AI agents, and machine-learning models. | Modelscape Monitor tracks financial model performance, health status, and associated automated actions from a centralized view. |
It suits teams evaluating or monitoring AI applications and predictive ML models, including those that want open-source tooling or a hosted platform. Its synthetic-data and red-team capabilities may also suit teams assessing adversarial inputs and risks.
Modelscape Monitor is intended for financial-services professionals involved in model development and deployment. It may suit organizations needing lifecycle monitoring, configurable metrics, email alerts, and audit logging.