
Same Sticker Price, Opposite Bets: Claude Fable 5.1 vs GPT-6 Astra
Both frontier models now cost $10 in and $50 out per million tokens. Anthropic cut cache reads 75%; OpenAI reprices everything above 272K input. Which structure suits your workload.
Model selection, architectures, and performance tuning for production.
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Both frontier models now cost $10 in and $50 out per million tokens. Anthropic cut cache reads 75%; OpenAI reprices everything above 272K input. Which structure suits your workload.

GPT-6 Astra's context window is 1,050,000 tokens, but crossing 272,000 on input reprices the entire request, not the overage. What that does to agent budgets, and how to design around it.

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