# ZON - Zero Overhead Notation > ZON is a human-readable, token-efficient data format designed for LLMs. A superior alternative to JSON, YAML, and TOON that saves 35-70% on API costs. ## Overview - [Homepage](https://zonformat.org): Main website with benchmarks and live playground - [Documentation](https://zonformat.org/docs): Complete ZON documentation - [Playground](https://zonformat.org/playground): Interactive JSON to ZON converter ## Getting Started - [Getting Started](https://zonformat.org/docs/getting-started): Installation and quick start guide - [Format Overview](https://zonformat.org/docs/format-overview): Understanding ZON syntax - [TypeScript Guide](https://zonformat.org/docs/typescript): TypeScript/JavaScript implementation ## API Reference - [API (TypeScript)](https://zonformat.org/docs/api-typescript): TypeScript/JavaScript API documentation - [API (Python)](https://zonformat.org/docs/api-python): Python API documentation - [CLI Guide](https://zonformat.org/docs/cli-guide): Command-line interface reference ## Technical Specification - [Specification](https://zonformat.org/docs/specification): Formal ZON specification v1.3.0 - [Syntax Cheatsheet](https://zonformat.org/docs/syntax-cheatsheet): Quick reference for ZON syntax - [Advanced Features](https://zonformat.org/docs/advanced-features): Dictionary compression, delta encoding, type coercion ## Benchmarks & Comparisons - [Benchmarks](https://zonformat.org/docs/benchmarks): Token efficiency and accuracy benchmarks - [ZON vs TOON](https://zonformat.org/docs/vs-toon): Comparison with TOON format - [Cost Savings Calculator](https://zonformat.org/savings): Calculate API cost savings ## Integrations - [LLM Best Practices](https://zonformat.org/docs/llm-best-practices): Using ZON with LLMs effectively - [Integrations](https://zonformat.org/docs/integrations): LangChain, Vercel AI SDK, OpenAI - [Schema Validation](https://zonformat.org/docs/schema-validation): Runtime validation ## Source Code - [Python Package](https://github.com/ZON-Format/ZON): Python implementation (pip install zon-format) - [TypeScript Package](https://github.com/ZON-Format/ZON-TS): TypeScript implementation (npm install zon-format) - [npm Package](https://www.npmjs.com/package/zon-format): npm package page - [PyPI Package](https://pypi.org/project/zon-format/): Python package page ## Optional - [Changelog](https://zonformat.org/docs/changelog): Version history and release notes - [Efficiency Formalization](https://zonformat.org/docs/efficiency-formalization): Mathematical proofs - [Streaming Guide](https://zonformat.org/docs/streaming-guide): Streaming APIs