PRICING

11 min read

A company accidentally spent $500M on Claude in one month. Uber torched its whole 2026 AI budget by April. The fix is not less AI - it is guardrails. Here is the playbook: caps, alerts, gateway spend limits, model routing, prompt caching, and approval workflows.

9 min read

Z.ai's GLM-5.2 lands as a 753B open-weights coding model that beats GPT-5.5 on SWE-bench Pro for roughly one-sixth the per-token cost. Here is the real cost math, a worked cost-per-task example, and a when-to-use-which decision guide.

11 min read

A code-heavy field guide to model routing. Real, runnable-style configs for tiering tasks by complexity, routing simple work to open-weights, reserving frontier models for hard reasoning, building failover chains, and keeping prompt caches warm with OpenRouter, LiteLLM, and Factory Router.

11 min read

Open weights are free to download, but inference is not free to run. Here is the honest break-even math on when self-hosting GLM-5.2, DeepSeek V4, or Llama beats paying per-token API prices - GPU rental and ownership costs, real throughput, utilization, the crossover in tokens per month, and the hidden ops bill nobody budgets for.

8 min read

Uber burned through its entire 2026 AI tools budget by April. Microsoft is canceling Claude Code licenses company-wide. What enterprise teams can learn from the first major AI coding tool budget crises.

8 min read

Claude Code fast mode pricing explained: $10/$50 per MTok on Opus 4.8, the first-enable context charge, separate rate limit pools, and when 2.5x speed pays off.

10 min read

Same-day-verified llm api pricing june 2026: Claude Fable 5, GPT-5.5, Gemini 3.1 Pro, and DeepSeek V4 compared per million tokens, plus the three caveats that change the math.

10 min read

A verified directory of the frontier AI models in June 2026 - Claude Fable 5, GPT-5.5, GPT-5.4, Gemini 3.1 Pro, and DeepSeek V4 - with pricing checked against official docs.

10 min read

Claude Code parallel agents cost real money because every session draws from one quota - here is the June 2026 budgeting math, verified against live pricing.

9 min read

Every major AI coding tool just went through a pricing shift. Here are the exact numbers for Cursor, GitHub Copilot, Claude Code, Devin, and the Anthropic API - verified from live pricing pages on June 20, 2026. Only 2 days until the Fable 5 deadline.

8 min read

Anthropic broke its own naming ladder when it introduced the Mythos class and Claude Fable 5. Here is what the shift means, how to map each tier to a real workload, and what questions it leaves open.

6 min read

Anthropic gave subscribers two weeks of free Fable 5 access, then it moves to usage credits. Here's what's actually changing, what the real-world burn rates look like, and what to do depending on how you use Claude.