How to Reduce Claude Code and Cursor Costs
12 proven ways to reduce Claude Code and Cursor costs, with worked token math, cache tips, model choices and when a subscription beats pay-as-you-go billing.
10 min read
Topic
Token Optimization
Practical methods to reduce token usage and API costs for ChatGPT, Claude, Gemini and other LLMs.
10 articles
Model Routing: Send Each Task to the Cheapest Capable AI
Model routing explained: how rules, classifiers, cascades and fallbacks send each AI request to the cheapest capable model, with worked…
10 min read
What Are Tokens in AI? A Plain English Guide
Tokens are the chunks of text AI models read and write. Learn what they are, how they drive usage limits…
11 min read
How to Reduce Token Usage in ChatGPT and Claude
Practical ways to reduce token usage in ChatGPT and Claude, from smarter chat habits to API caching and batching, with…
11 min read
Prompt Caching Explained: Cut API Costs on Repeated Prompts
How prompt caching works on Claude, OpenAI and Gemini, what cache writes and reads cost, and worked examples that cut…
11 min read
Batch API Guide: Save 50% on OpenAI, Claude and Gemini Requests
How the batch API cuts OpenAI, Claude and Gemini token costs by 50%, with real October 2026 batch prices, worked…
11 min read
Claude Usage Limits Explained and How to Make Them Last
How Claude usage limits work on Free, Pro, Max and Team in 2026: five-hour sessions, weekly caps, usage credits and…
8 min read
ChatGPT Limits by Plan and How to Avoid Hitting Them
Every ChatGPT limit OpenAI publishes for Free, Go, Plus, Pro and Business in 2026, what happens when you hit one,…
8 min read
Context Window Explained: How Much Text Can AI Handle?
What a context window is, official 2026 sizes for GPT-6, Claude Opus 5.5 and Gemini 3.8 Flash, what long prompts…
8 min read
How to Estimate AI API Costs Before You Build
A simple AI API cost calculator method with real October 2026 prices for GPT-6, Claude 5.5 and Gemini, plus three…
10 min read