How to switch from GPT to Claude cost-wise

The real per-token + workflow differences when migrating

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What's going on

Cost is often the trigger for the switch. But the per-token math is only half the story — prompt style and context usage flip on the other half.

What to do about it

Three patterns dominate the waste on most Claude workloads: (1) context re-sending; (2) retry loops on validation failures; (3) agent-chain re-reads. AIUsage's audit identifies which is eating your bill and projects what you'd save — no signup required for the number.

The fastest path to your real number: paste your last 30 days of Anthropic usage at aiusage.ai. Under two minutes. If your expected delta is under 40%, the audit says so and you walk.
Audit my Claude usage →