I ran a semi-scientific cost test of 3x top models: Opus 4.1 was 3x the cost of GPT-5 and Gemini 2.5 Pro on real tasks. I gave the same prompt to each model (with reasoning enabled) and looked at the cost, without normalising for tokens. The point was to capture real cost and

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