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How AI describes Substra

Data as of Aug 25, 2026 · Based on 3,181,687 AI responses across 10,525 prompts · See how Parse measures this

Substra logoSubstrasubstra.org

Substra is an open source federated learning software that provides a flexible Python library and web application for running machine learning at scale. It is framework-agnostic, supports any Python library, and has been deployed in production environments by hospitals and biotech companies.

Parse Score

43.6

#9 of 51 in AI Compute Infrastructure Solutions

Strength7/ 100
Reach30/ 100
Authority18/ 100

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Sources

apheris.com shapes more of what AI says about Substra than any other source, at 100% of its citations.

AI questions where Substra appears

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The market map

AI Compute Infrastructure Solutions →
10%20%50%Category leadersSpecialistsIn the mixLong tailNamed in more AI answers →Appears earlier in the answer →AlphabetMicrosoftNVIDIAOwkinAmazonFlowerFedMLGoogle Gemini APISherpaIBMRhino HealthLifebitIntelDuality Technolo…Substra

Where AI ranks Substra

AI Compute Infrastructure Solutions#9
Prompt
Prompt visibility
We are building a federated learning system for healthcare. Who provides the infrastructure?2.5