GPT-6 Astra Token Calculator

OpenAI · o200k_base · prices verified 2 October 2026

The GPT-6 Astra token calculator below counts GPT-6 Astra tokens and prices them at OpenAI's published rates — $10.00 per 1M input tokens and $50.00 per 1M output tokens, last verified 2 October 2026. Because GPT-6 Astra is billed with OpenAI's o200k_base tokenizer, the number here is exact, not an estimate. Paste a prompt, a file or a codebase and read the cost before you send it.

Worth knowing. Premium tier, priced to match Anthropic Fable 5. Single source for the rate; the same 0.80x ratio seen across the GPT-6 family holds here, which is consistent with it being the list price rather than another discount. Long-context threshold applies above 272K input.

Open the full GPT-6 Astra counter with the whole pricing table →

1M tokenscontext window
1,000,000max input tokens
~769,230≈ English words that fit
$10.00per 1M input tokens
$50.00per 1M output tokens
Exactcount accuracy

GPT-6 Astra token cost at a glance

VolumeApprox. sizeInput costOutput cost
1K tokens≈ 769 words$0.01$0.05
10K tokens≈ 7,692 words$0.1$0.5
100K tokens≈ 76,923 words$1.00$5.00
1M tokens≈ 769,230 words$10.00$50.00

Figures are list prices per 1M tokens, verified 2 October 2026. Enterprise contracts and volume tiers differ — edit the rates in the calculator if your deal is not list.

How accurate is the GPT-6 Astra count?

The count on this page is exact. GPT-6 Astra is billed by OpenAI using the o200k_base Byte-Pair-Encoding tokenizer, and TokenCalc runs that same tokenizer in your browser — the count you see is the count you are charged. There is no rounding and no estimate.

## What fits in the GPT-6 Astra context window GPT-6 Astra accepts **1M tokens**. At roughly 1.3 tokens per English word that is about **769,230 words**, or roughly **4,000,000 characters** of prose. Code and CJK text consume the budget faster: a source file or a Chinese document of the same visible length can run 30–60% more tokens, so leave headroom rather than budgeting to the exact ceiling.

GPT-6 Astra pricing against the rest of OpenAI

ModelTokenizerContextInput / 1MOutput / 1M
GPT-6 Astrao200k_base1M$10.00$50.00
GPT-5.5o200k1M$5.00$30.00
GPT-5o200k400K$1.25$10.00
GPT-5 minio200k400K$0.25$2.00
GPT-5 nanoo200k400K$0.05$0.4
GPT-4oo200k128K$2.50$10.00
GPT-4o minio200k128K$0.15$0.6
GPT-4.1o200k1M$2.00$8.00
GPT-4.1 minio200k1M$0.4$1.60
GPT-4.1 nanoo200k1M$0.1$0.4
o3o200k200K$2.00$8.00
o4-minio200k200K$1.10$4.40
o3-minio200k200K$1.10$4.40
o1o200k200K$15.00$60.00
GPT-4 Turbocl100k128K$10.00$30.00
GPT-4cl100k8K$30.00$60.00
GPT-3.5 Turbocl100k16K$0.5$1.50
text-embedding-3-smallcl100k–$0.02—
text-embedding-3-largecl100k–$0.13—
GPT-5.6 Solo200k1M$4.00$20.00
GPT-5.6 Terrao200k1M$2.00$12.00
GPT-5.6 Lunao200k1M$0.2$1.20
GPT-5.4o200k400K$2.50$15.00
GPT-5.4 minio200k400K$0.75$4.50
GPT-5.4 nanoo200k400K$0.2$1.25
GPT-6 Lunao200k1M$0.1$0.5
GPT-6 Solo200k1M$2.00$10.00
GPT-6.1 Solo200k1M$2.00$10.00
GPT-6 Astra (Ultrafast)o200k1M$60.00$300.00

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GPT-6 Astra token FAQs

How many tokens is a word in GPT-6 Astra?

About 1.3 tokens per English word for GPT-6 Astra — roughly 4.0 characters per token. Code and CJK text tokenize denser, so a 1M tokens window holds fewer words than a prose estimate suggests.

What does GPT-6 Astra cost per 1M tokens?

GPT-6 Astra is listed at $10.00 per 1M input tokens and $50.00 per 1M output tokens as of 2 October 2026.

What is the GPT-6 Astra context window?

GPT-6 Astra accepts up to 1M tokens of input.

Is the GPT-6 Astra token count on this page exact?

Yes. TokenCalc runs the official o200k_base tokenizer, the same one OpenAI bills with.

Does this GPT-6 Astra calculator upload my text?

No. Tokenization runs entirely in your browser over JavaScript. Your text is never sent to any server, which is why the tool works with client code, unreleased prompts and internal data.