Costly Blog

Weekly articles on AI costs, efficiency, and our mission.

· 5 min read

93% of Developers Use AI. Productivity Moved 10%. What Happened?

A landmark study found AI tools made experienced developers 19% slower - while they believed they were 20% faster. The 39-point perception gap reveals something important about how we adopt new tools and measure their value.

Developer ProductivityAI ToolsEngineeringResearch
· 5 min read

The $2.5 Trillion Trough: Why the Biggest AI Spending Year Ever Might Also Be the Most Wasteful

Gartner says the world will spend $2.5 trillion on AI in 2026. MIT says 95% of enterprise AI projects fail to deliver ROI. Both of these things are true at the same time, and that should terrify every CTO with an AI budget.

AI SpendingEnterprise AIROIStrategy
· 5 min read

Cheaper Tokens, Bigger Bills: The AI Cost Paradox Nobody Saw Coming

AI inference costs dropped 1,000x in three years. So why are 72% of enterprises saying their AI spending is unmanageable? The answer reveals a fundamental shift in how we need to think about AI costs.

AI CostsEnterprise AIInferenceFinOps
· 4 min read

The Real Cost of AI Is Not on Your Invoice

AI data centers now consume more electricity than some countries and drink billions of gallons of water yearly. The bill you're not seeing might be the one that matters most.

AIEnvironmentEnergyData Centers
· 6 min read

Your MCP Setup Is Burning 362,000 Tokens Per Session — Here's What That's Actually Costing You

MCP tool bloat is the fastest-growing hidden cost in AI development. We break down the real numbers — dollars, watts, and water — behind the tokens you're wasting before your agent writes a single line of code.

MCPToken OptimizationAI CostsDeveloper Tools