How do you count tokens in a prompt?

To count tokens accurately, use the tokenizer of the specific model you are targeting. OpenAI provides the tiktoken library, Anthropic provides a token counting endpoint, and Hugging Face tokenizers work for open models. Approximate rules of thumb like four characters per token or 0.75 words per token are unreliable for non-English text or code.