Token Estimator
Estimate token count before you model API spend
Token counts vary by tokenizer, but a fast directional estimate is still useful when planning prompts, summaries, support automation, or retrieval payload size.
Token estimator
Pick a model family and apply a simple characters-per-token ratio for planning, not invoice reconciliation.
Characters
0
Words
0
Estimated tokens
1
GPT-family estimate based on average English text. Use it as a planning shortcut, not a billing-grade count.