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AI Model Pricing & Token Economics

AI Model Pricing & Token Economics

Articles on token pricing tiers, cost structures, and economic models of AI inference for GPT-4o, Claude, Mistral, and other frontier models.

ai model pricing token economicsJul 20, 20266 min

LLM Cost Breakdown: How Sapient Trained a Foundation Model for $1,500

Training a foundation LLM from scratch typically costs millions and requires internet-scale data — which is why most enterprises don't bother. Publicis Sapient says it has found a cheaper path, potentially opening the door for organizations to build custom foundation models without the massive infrastructure investment that has historically limited them to off-the-shelf API access.

ai model pricing token economicsJul 5, 20263 min

The AI Bill You Didn’t Know You Were Running Up

Autonomous AI agents are quietly turning corporate inference costs into a runaway line item—and here’s how the smartest teams are getting control.