Frontier LLMs Can Never Be Profitable: Free Models Always Catch Up, Argues Analyst

SumitGup · x · 2026-10-28

FinanceLancelot argues frontier LLMs can never be profitable: the moment leaders stop massive spending, free models catch up. Rivals distill frontier outputs at a fraction of the cost, forcing an endless spend loop — LLMs are a commodity with no moat.

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