NVIDIA Dynamo: Free Software Making $30B Hardware Irreplaceable
NVIDIA released Dynamo 1.0 on March 16, delivering 7x inference throughput on Blackwell GPUs while simultaneously absorbing competing open-source frameworks into a unified orchestration layer. The trojan horse strategy: free software that increases switching costs, not decreases them.
nvidia-stackinference-infrastructuresoftware-lock-inkv-cachedynamo1 min readMar 17, 2026
High Impact📅Long-termMLOps teams must evaluate Dynamo adoption timeline and factor 12+ year vendor lock-in costs into infrastructure procurement decisionsAdoption: Enterprise adoption within 12 months via cloud provider integrations (AWS, Azure, Google Cloud)
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