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Radicalbit AI Monitoring vs SUPERWISE

Both stand on machine learning model monitoring software. Which one you can start free with, which one lets you read the code, and what each costs once you pay.

Radicalbit AI Monitoring

Free plan APISelf-hostedWeb

Radicalbit AI Monitoring combines data checks, model metrics, drift analysis, and LLM tracing in a free self-hosted package. Check the documented model scope and deployment requirements against your setup.

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SUPERWISE

Free trial APIExtensionLinux+4

Choose SUPERWISE if your AI team needs governance controls alongside agent development, monitoring, and deployment flexibility. Sentinel’s local inspection may suit privacy-conscious workflows, while teams needing dedicated support should look at Enterprise Chat. The browser extension’s Windows-only availability may be a constraint for other desktop users.

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The facts

Radicalbit AI MonitoringSUPERWISE
Free planYesA free trial
Open sourceNot publishedNo
Runs onAPI, Self-hosted, WebAPI, Extension, Linux, Mac, Self-hosted, Web, Windows
Lowest paid planFree or on requestChat Professional: $9 per user a month
Plans published112
MakerNot publishedNot published
Websiteradicalbit.aisuperwise.ai
On machine learning model monitoring software#10 of 20#14 of 20

Radicalbit AI Monitoring: what it does well

  • Free and self-hosted under Apache 2.0.
  • Checks data quality and tracks model metrics.
  • Offers several drift detection methods.
  • Compares reference and current datasets.
  • Includes a web UI and Python SDK.

What to know first

  • Documented scope focuses on classification and regression.
  • REST API requires PostgreSQL and distributed storage.
  • Spark metric jobs require Kubernetes.

SUPERWISE: what it does well

  • Evaluates input and output policies in under 10 ms, as advertised.
  • Agent Studio builds, tests, and deploys governed AI agents.
  • Monitors drift, model performance, data quality, and bias.
  • Connects with more than 50 providers, databases, and enterprise tools.
  • Supports private, on-premises, and air-gapped environments.

What to know first

  • No free plan; plans start at $10/month after the 30-day trial.
  • Solo includes one Sentinel deployment; Pro and Business allow up to five.
  • Sentinel’s browser extension supports Windows only.

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