WorkspaceAI & Prompt EngineeringClient-Side Sandbox

AI Model Token Estimator

Estimate subword token count, character-to-token ratio, context window utilization %, and API cost across Gemini, GPT, and Claude models.

Input Buffer
5 ln · 236 ch · 236 B
ENCODING: UTF-8AUTO-RUN: ENABLED
Output Buffer
OUT: 1 LN · 0 B⌘↵ RUN · ⌘⇧C COPY

How to Use AI Model Token Estimator

  1. Paste any prompt, code file, or JSON document.
  2. Inspect estimated subword token count (accounting for code symbols, whitespace, and CJK/Unicode), context window usage, and batch pricing table.

Keyboard Shortcuts & Sandbox Guarantee

Run / Process tool outputCtrl + Enter
Copy primary output to clipboardCtrl + Shift + C
Open global command paletteCtrl + K