## Lesson — Account for Opus 4.7 tokenization overhead

**Tags:** anthropic, llm, tokenization
**Scope:** docs/reference/supported-models.md

The Claude Opus 4.7 tokenizer introduces a 1.0x to 1.35x increase in token overhead compared to previous versions. This increase must be factored into context window management and cost estimation logic.
