h/t:
Aran Komatsuzaki@arankomatsuzaki
The non-English tax is real.
Sutton's Bitter Lesson, translated across languages and normalized to OpenAI English token count:
Hindi: OpenAI 1.37×, Anthropic 3.24× Arabic: OpenAI 1.31×, Anthropic 2.86× Chinese: OpenAI 1.15×, Anthropic 1.71×
Claude’s tokenizer charges a much higher linguistic tax.
9:08 AM · Jun 15, 2026 · 1.9K Views
