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GPT-6 Astra token cost

OpenAI · context 1,050,000 tokens · tokenizer Exact

When to use GPT-6 Astra

OpenAI’s GPT-6 frontier for the hardest coding, agent, and alignment-sensitive work. Use when GPT-6 Sol is not enough and you can afford Astra list rates plus cache and Fast mode multipliers.

Pricing

Input
$10.00/1M
Output
$50.00/1M
Cached input
$1.00/1M
Batch input
$5.00/1M
Long-context input (≥272,000)
$20.00/1M
Long-context output
$75.00/1M
Long-context cached input
$2.00/1M
Verified

Official pricing source · Open main calculator · Cheaper long context models

Standard rates for prompts under 272K input tokens. Longer prompts reprice the entire request at the long-context band. Fast mode is 2× standard. Cache writes are billed separately from cache reads.

Estimate with TokenCalculator

Preselect GPT-6 Astra in the calculator to count tokens and project request or monthly cost. Exact vs Approx follows this model's tokenizer family. See the Exact vs Approx guide for honesty rules.

Estimate cost for GPT-6 Astra · Count tokens · Pricing guide

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Related guides

LLM API pricing · Exact vs Approx · OpenAI token calculator · tiktoken calculator · Sol vs GPT-5.6 Sol · GPT-6 272K pricing

Sources and references

Official documentation used for definitions, counting methods, or rate cards. Always confirm critical budgets on the provider page.