Looptally

Not a provider tokenizer

Characters ÷ 4, and nothing leaves the page.

Google’s token docs say a Gemini token is about four characters. Other tokenizers differ, sometimes by a lot on code, JSON, and non-English text. Use this to fill the calculator. Replace it with a provider count when you have one.

Characters0
Words0
Rough tokens0

The rough count is the character count divided by four.

Use the rounded count as “new tokens each step”