“Claude Max is massively subsidized and eventually it’ll cost $1000/month” is mostly nonsense

Users often conflate API retail pricing with actual inference costs when evaluating the value of Claude Max subscriptions. Anthropic's internal compute costs differ significantly from API rates, which include margins and overhead, while heavy reliance on prompt caching during coding tasks further reduces effective token expenditure.