The Best Model Doesn't Win: Why AI is Repeating the Browser Wars, Not the Cloud Wars

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Three years into the foundation model race, the scoreboard depends entirely on which metric you read. ChatGPT still dominates consumer traffic. Google Gemini is growing faster than anything in the market by bundling AI into every surface it controls. And Anthropic's Claude, with barely 3% of consumer share, has quietly captured 40% of enterprise LLM spend and become the default tool for the developers building the next generation of software.

In this episode, we examine the data behind what we call the 10-20-80 split, trace how Claude Code shifted the enterprise AI market in under 18 months, and ask the uncomfortable question: does any of it matter if Google is running the 1995 Microsoft playbook? The browser wars taught us that the best product does not always win. Distribution wins. We examine whether that lesson applies to AI, where it breaks down, and what it means for engineers making infrastructure bets today.

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