NannyML Cloud vs NannyML OSS

Use NannyML OSS for free. Upgrade to NannyML Cloud to monitor multiple models,
access more accurate algorithms, remove all the engineering overhead and detect concept drift.

 
NannyML OSS
NannyML Cloud
Features
 
Performance estimation - CBPE and DLE
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M-CBPE - 10% better performance estimations than CBPE
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Concept drift detection
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Covariate shift detection
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Data quality checks
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Intelligent alerting
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Interactive visualisations
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Customizable dashboards
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Programmatic data collection (SDK)
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Webhooks
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Slack and email notifications
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Metric storage
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Scheduling monitoring runs
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Configure once. Monitor all the time.

Built on top Open Source nannyML.
NannyML Cloud solves all the infrastructure nuances. And brings extra capabilities to the table.

visibility

Effortless observability

Start monitoring in minutes. Provide your model information, a reference and analysis set to understand how you model is doing.

speed

Concept drift detection

Get access to nannyML's most powerful algorithm yet. Measure the impact of concept drift on your model's performance.

CLOUD

Deploy in your cloud

Safe and Secure. Your data will never leave your cloud.

sdk

Automated monitoring

Automated infrastructure for alerting, scheduling and data collection. Leverage the SDK to do the repetitive tasks so you can focus on what matters.

Try out for free with your cloud provider
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The Open Source library for post deployment data science