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Arthur vs MathWorks Modelscape Monitor

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.

Arthur

Free plan APISelf-hostedWeb

Arthur combines agent discovery, observability, and policy controls with hosted, on-premises, and hybrid deployment choices. The Free plan has defined use-case, project, and retention limits; Enterprise pricing requires a custom quote.

Visit Arthur

MathWorks Modelscape Monitor

Paid APISelf-hostedWeb

Choose Modelscape Monitor if your financial-services team needs lifecycle monitoring, configurable dashboards, and model status alerts. Its support for several model languages and named regulatory frameworks may suit organizations managing diverse models. Contact MathWorks for hosting and a quote before proceeding.

Visit MathWorks Modelscape Monitor

The facts

ArthurMathWorks Modelscape Monitor
Free planYesNot published
Open sourceNot publishedNot published
Runs onAPI, Self-hosted, WebAPI, Self-hosted, Web
Lowest paid planPremium: $60 a monthFree or on request
Plans published31
MakerNot publishedNot published
Websitearthur.aimathworks.com
On machine learning model monitoring software#6 of 20#17 of 20

Arthur: what it does well

  • Monitors agent activity across several discovery sources.
  • Traces tool calls, context, costs, and latency.
  • Provides real-time policy verdicts for listed risks.
  • Hosted, on-premises, and hybrid deployments are available.
  • Free plan includes up to 4 use cases.

What to know first

  • Free plan retains data for 7 days.
  • Free plan is limited to 2 projects.
  • Premium is $60 a month.
  • Enterprise pricing is custom.

MathWorks Modelscape Monitor: what it does well

  • Tracks model use, performance, and status across the lifecycle.
  • Displays data drift and fairness metrics.
  • Supports custom metrics, visualizations, and automatically deployed dashboards.
  • Can email model owners when monitoring status changes.
  • Supports models built in MATLAB, Python, R, SAS, and other languages.

What to know first

  • Pricing is on request.
  • Hosting requires contacting MathWorks Consulting Services.
  • Email is the stated alert channel.

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