Token prices are dropping, but AI usage costs are rising due to more complex "agentic" workflows that consume significantly more tokens than basic chatbots. This shift means developers face higher cloud bills despite lower per-token costs, complicating cost attribution in multi-tenant SaaS environments and threatening product margins.
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