API Cost Calculator: Tokens, Cache, and Request Count
A formula and copyable Python calculator for input, output, cache write, cache read, request count, hit rate, and three cost scenarios.
A formula and copyable Python calculator for input, output, cache write, cache read, request count, hit rate, and three cost scenarios.
A reproducible Prompt Cache experiment covering the first request, cache hits, a control miss, break-even math, and usage verification.
Compare Claude Pro, Max, Anthropic API, and BetterToken for Claude Code: pricing, limits, pay-as-you-go billing, setup steps, and cost controls.
Separate Claude Code subscription limits from API 429 and transient 5xx errors, then diagnose the active endpoint without exposing credentials.
Claude Code is free to install, but working requests need a paid Claude plan, API billing, or a compatible provider. Learn where each billing path begins.
Four ways to install Codex CLI on Windows 11, macOS, and Linux, verify the install, and keep official sign-in separate from a custom provider.