Pricing & Cost

Token Counting

Token counting predicts token consumption for cost estimation. Different models have different tokenizers producing different counts. Estimation tools (tiktoken) approximate counts. Accurate counting is crucial for budgeting. Encoding text to count (API call) costs tokens. Most APIs provide token counts in responses. Counting errors lead to budget surprises. Understanding tokenization helps accurate prediction.