High tier AI subscriptions offer heavily subsidized computing usage

Pricing estimates show that high end monthly tiers such as Claude Max offer far more raw usage value than buying equivalent model access via developer APIs. Analysts suggest artificial intelligence providers are running subscription plans at a loss to lock in power users.