
From Trend: Give-Away-Models Strategy
NVIDIA released 100+ models for free (Nemotron, Cosmos, Llama Nemotron, etc.). The strategy: give away the razor (model), sell the razor blade (compute).
The Pattern
Distribute models at zero marginal cost to drive demand for infrastructure.
How It Works
- Release high-quality models free and open
- Every download creates a developer trained on your stack
- Every deployment requires infrastructure you sell
NVIDIA’s Model Portfolio
- Nemotron: Language models
- Cosmos: World models
- Alpamayo: Reasoning VLA
- GROOT: Robotics
- Clara: Medical
- Parakeet: Speech
- Edify: Media
Each creates demand for NVIDIA GPUs. Meta’s Llama follows similar logic—free models drive cloud consumption on partners’ infrastructure.
Unit Economics
The marginal cost of model distribution approaches zero. The marginal revenue from infrastructure is substantial. OpenAI inverted this (charge for models, subsidize compute), but NVIDIA’s approach creates lock-in at the infrastructure layer—making it harder to displace.
Strategic Implication
Models are marketing. Infrastructure is the business. The platform player wins by enabling the ecosystem.
This is part of a comprehensive analysis. Read the full analysis on The Business Engineer.









