Articles

Discover how we think about the cost of AI

An AI cost tracker breakdown showing cache reads at 95.2% of tokens but 58.5% of cost, against $3,778 of measured AI spend

Aug 19, 2026

AI Cost Tracker: What It Is and How to Choose One in 2026

An AI cost tracker turns scattered token usage into a bill you can read. What one is, how to track AI costs across every tool, how to cut them, and $3,778 of measured spend showing why token counts lie.

A lone traveller carrying a pack walks a stone path up a grassy hill toward a ruined archway, a vast moon rising behind it

Aug 14, 2026

What Companies Actually Spend on AI Coding Tools in 2026

The 2026 numbers on AI tool spend: $200–$500 per developer per month, the budgets that ran out in four months, and what those bills are actually made of.

A bar chart comparing the median cost of one coding task in Claude Code and Codex

Aug 3, 2026

Claude Code vs Codex: Cost Per Task, Measured

Six months of real Claude Code and Codex logs, priced turn by turn. Median task cost, cost per million tokens, and why the token count tells you almost nothing.

A lone figure in a white suit walking a golden path toward an enormous glowing orange monolith

Aug 2, 2026

What Is Tokenmaxxing? Definition and Origin

Tokenmaxxing means maximizing AI token use as a proxy for productivity. Where the term came from, what the numbers mean, and what to measure instead.

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