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Context Window Calculator

See how much conversation, document, or code fits in a model's context window.

Pricing dataset updated Aug 28, 2026

200K total window · max output 64K tokens

Usable prompt tokens

196,000

Approx. words
147,000
Approx. pages
294
Approx. lines of code
19,600
Cost to fill once
$0.196

Assumes ~0.75 words per token and ~10 tokens per line of code.

How it works

The context window bounds input plus output for a single request. Reserving room for the response matters: a 200K window with a 64K max output leaves 136K for your prompt.

Long-context models remove engineering work but raise per-request cost. Retrieval is still cheaper than stuffing the window on every call.

Worked example

A 200K window

200,000 tokens is roughly 150,000 words, about 300 pages of text, or a mid-size codebase of around 20,000 lines.

Frequently asked questions