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Karpathy highlights OpenRouter as an abstraction layer allowing easy switching between LLMs, reducing lock-in
Andrej Karpathy· Independent· AI· 2026-06-03· about OpenRouter
“In LLMs, we have maybe open router and easily switch between the different types of LLMs that exist. Because the LLMs are software, they don't compete for physical space. So it's OK to have basically like six electricity providers, and you can switch between them, right?”
Why it matters
OpenRouter enables easy switching between LLM providers, reducing lock-in and commoditizing LLM access. This suggests LLM providers will compete on cost and performance, not lock-in.
Investment implication
LLM pricing and utilization will become increasingly competitive. Margins for generic LLM APIs will compress. Value will shift toward application-specific LLM implementations and fine-tuned models.