Blog
Notes from the leaderboard
Insights on AI-powered development, Claude Code, and the future of programming.
LatestState of AI Coding Spend 2026: Benchmarks From 800 Developers and $2.3M of Usage
Percentiles, daily burn rates, model mix, and power-user benchmarks from 29,000 days of real Claude Code, Codex, and Gemini CLI usage.
Codex vs Claude Code vs Gemini CLI: AI Coding Cost & Usage Compared (2026)
How OpenAI Codex, Claude Code, and Gemini CLI compare on cost, tokens, and real-world usage — backed by data from 800+ developers.
How Much Does Claude Code Cost? Real Data From 800+ Developers (2026)
What does Claude Code actually cost per month? Real spend, tokens, and daily averages from 800+ developers on the leaderboard.
How to Cut Your AI Coding Bill: 9 Ways to Reduce Claude Code & Codex Costs
Practical, proven ways to lower your AI coding costs — model routing, prompt caching, context hygiene — without slowing down.
MCP Servers Guide: Connect Claude Code to GitHub, Databases & More
Learn how to extend Claude Code with MCP servers. Connect to GitHub, PostgreSQL, Slack, and build custom integrations for AI-powered development.
Cursor vs Claude Code vs GitHub Copilot: AI Coding Tools Compared (2025)
In-depth comparison of the top AI coding assistants. Features, pricing, use cases, and which one fits your development workflow.
Claude Code Complete Guide 2025: Installation, Commands & Best Practices
Master Claude Code with this comprehensive guide covering installation, essential commands, MCP servers, hooks, and advanced workflows.
Vibe Coding Explained: What Karpathy's Viral Term Really Means
From Andrej Karpathy's viral tweet to Claude Code, Cursor, and Conductor—understand what vibe coding really means for developers and the future of software.