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BioNeMo vs Recursion

A side-by-side comparison of BioNeMo and Recursion, two Science tools, drawn from Ignaite's continuously-verified listings.

Compared from listings verified as of

BioNeMo

Science

NVIDIA's development platform for AI drug discovery.

View BioNeMo

Recursion

Science

AI-driven drug discovery on the Recursion OS platform.

View Recursion

At a glance

Feature comparison of BioNeMo and Recursion
AttributeBioNeMoRecursion
CategoryScienceScience
Pricing (differs)FREEMIUMPAID
License (differs)Open coreProprietary
Deployment (differs)HybridCloud
Platforms (differs)API, LinuxWeb
Model supportSelf-contained (on-device)Self-contained (on-device)
Vendor (differs)NVIDIARecursion Pharmaceuticals
Capabilities (differs)
  • Fine-tuning / training
  • Model inference / serving
  • Protein structure prediction
  • Protein design
  • Molecular design
  • Drug target discovery
  • Molecular design
  • Autonomous research

The honest brief

BioNeMo

GPU-optimized recipes claim ~2x faster biofoundation-model training and ~6x faster inference versus unoptimized pipelines.

  • Open-source framework (Apache-2.0)
  • Prebuilt models for protein and molecule tasks
  • NIM microservices for production deployment
  • Bundles datasets and training recipes
  • Requires NVIDIA GPUs
  • Steep learning curve for non-ML scientists
  • Production microservices are paid

Recursion

Runs a vast in-house automated wet lab generating millions of cell experiments weekly, feeding a 50+ petabyte dataset few rivals can match.

  • Recursion OS with LOWE language layer
  • Massive proprietary biology dataset
  • Natural-language target and compound queries
  • Public company with pharma partners
  • No self-serve product or API
  • Partner and internal use only
  • Opaque pricing
  • No approved drug yet

When to pick which

Across the signals we compare, BioNeMo and Recursion differ on pricing, license, deployment, and platforms:

Pricing
FREEMIUM · PAID
License
Open core · Proprietary
Deployment
Hybrid · Cloud
Platforms
API, Linux · Web

Their capability lists differ in recorded depth — compare the full lists above before deciding.