Practical articles on managing LLM spend, optimizing API usage, and keeping AI infrastructure costs under control.
You're paying $X/month for GPT-4o. But your actual cost isn't $X. Here's what's hiding in your AI API bill — and how to find it before it finds you.
Read article →Per-token pricing is the smallest part of your AI bill. This guide breaks down real total cost of ownership across GPT-4o, Claude 3.5, Gemini, and Bedrock — and what each provider hides.
Read article →AI cost overruns are accelerating — 77% of execs report AI-related losses averaging $800K. Here is how to set up budget alerts before your next invoice lands.
Read article →LLM API bills are unpredictable by design — usage-based pricing, token cost variance, and silent runaway jobs. Here's how to set real budget alerts before the invoice lands.
Read article →AI API spend is fragmented across five different billing portals with no unified view. Here's how to track it without losing your mind — or your budget.
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