MONAI

PyTorch-based open framework for medical imaging AI, including segmentation and classification

What MONAI does

  • PyTorch-based open framework for medical imaging AI, including segmentation and classification
  • MONAI Label for AI-assisted annotation and pretrained model zoo
  • Apache-2.0

MONAI — straight answers

What is MONAI?

MONAI is listed under Healthcare & Clinical, in the Industry-Specific Tools category on Flocci AI Tools. PyTorch-based open framework for medical imaging AI, including segmentation and classification. It is free, with no paid plan attached, and it lives at github.com.

Is MONAI free?

MONAI is listed as fully free — there is no paid tier attached to it in the catalog. That makes it one of the 399 entries on Flocci AI Tools with no upgrade path built in.

What can MONAI do?

MONAI does 3 things the catalog singles out: Pytorch-based open framework for medical imaging ai, including segmentation and classification; monai label for ai-assisted annotation and pretrained model zoo; apache-2.0.

What is the best free alternative to MONAI?

MedGemma (Google) is the closest free alternative: it sits in the same Healthcare & Clinical sub-category and is free. OpenEvidence, Heidi Health and Nabla also start free. The full list is on the alternatives page.

See the full list →

Abridge

Healthcare & Clinical
Leaving soon
  • Ambient AI medical scribe
  • Turns visits into structured notes
  • Deep Epic EHR integration
  • Enterprise health-system pricing

Nabla

Healthcare & Clinical
freemium
  • Ambient assistant serving 85k+ clinicians
  • Structured notes in seconds
  • EHR integrations and data security
  • Free tier for individuals

Freed

Healthcare & Clinical
trialLeaving soon
  • AI scribe loved by independent clinicians
  • SOAP notes from the conversation
  • Learns your style over time
  • Free trial visits

OpenEvidence

Healthcare & Clinical
free
  • Point-of-care medical answers with citations
  • Grounded in peer-reviewed literature
  • Free for verified clinicians
  • Fast clinical decision support

Heidi Health

Healthcare & Clinical
freemium
  • Perpetual free tier with unlimited transcription and standard templates for individual clinicians
  • Ask Heidi assistant surfaces cited clinical evidence on paid tiers
  • Multi-region compliance: HIPAA, GDPR, AU/NZ, Canada, UK

Suki AI

Healthcare & Clinical
Leaving soon
  • Ambient AI captures patient conversations directly into EHR-ready clinical notes
  • Deep native integrations with Epic, Oracle Health, athenahealth, MEDITECH
  • Also assists revenue-cycle coding, not just documentation

Head-to-head comparisons