06:01
2026-09-03
dev.to
large-language-models
Your Gemini 3.8 Flash Token Counter Is Wrong
A developer's guide explains that local token counting for Gemini 3.8 Flash using tiktoken or Hugging Face tokenizers is inaccurate, leading to budget overruns and API errors. The recommended solution…