LLM Tokenizer Efficiency

Not all content tokenizes equally. Pages heavy with code blocks, punctuation, or numerical tables cost 15-25% more tokens than clean prose for the same information. At scale, the difference is real money. This tool measures tokens-per-word efficiency across the five major tokenizer families.