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OpenAI: GPT-6 Astra

by OpenAI

OpenAI: GPT-6 Astra is a large language model from OpenAI. It costs $10.00 per million input tokens and $50.00 per million output tokens. Its context window is 1.1M tokens.

ReasoningTool callingStructured outputPrompt cachingBatch tierfile inputimage input
Input / 1M tokens
$10.00
Output / 1M tokens
$50.00
Cached input / 1M
$1.00

On repeated prefixes

Context window
1.1M

tokens

This model also charges $0.01 per search request

That is $10.00 per 1,000 requests, billed on top of the token prices above. On a typical 1,000-in / 500-out exchange the tokens cost $0.035, so the search fee is 29% on top. Per-token rankings elsewhere ignore this entirely.

Who serves it cheapest

2 hosts serve GPT-6 Astra. Same weights, same API - the price difference is pure margin and routing.

Providers serving OpenAI: GPT-6 Astra, cheapest first
ProviderInput / 1MOutput / 1MContextThroughputUptime 24h
OpenAICheapest$5.00$25.001.1M-100.0%
Azure$10.00$50.001.1M-86.7%

The spread between OpenAI and Azure is 2.0× for identical weights. Quantization and context limits differ, so check both columns before switching.

Benchmarks

Independent scores published alongside the catalogue.

Intelligence index
52.8
Coding index
76.9
Agentic index
51.5

About GPT-6 Astra

GPT-6 Astra is OpenAI's flagship model for demanding end-to-end work. It is suited for advanced analysis, software engineering, deep research, scientific work, and document creation, with particular strengths in long-horizon...

Specifications

OpenAI: GPT-6 Astra specifications
Model IDopenai/gpt-6-astra
ProviderOpenAI
Context window1.1M tokens
Max output128K tokens
Input modalitiesfile, image, text
Output modalitiestext
Knowledge cutoff-
Open weightsNo
ReleasedSeptember 4, 2026

Cheaper alternatives

Models that cost less than GPT-6 Astra while keeping at least half its context window and every input modality it supports.

Frequently asked

How much does OpenAI: GPT-6 Astra cost?

$10.00 per million input tokens and $50.00 per million output tokens. Cached input reads cost $1.00 per million tokens.

What is the context window of OpenAI: GPT-6 Astra?

1.1M tokens, with up to 128K tokens of output per request.

Does OpenAI: GPT-6 Astra have extra fees beyond per-token pricing?

Yes. OpenAI: GPT-6 Astra charges $0.01 per search request - $10.00 per 1,000 requests - on top of $10.00 per million input tokens and $50.00 per million output tokens. On a typical 1,000-input / 500-output exchange the search fee alone is 29% on top.

Which provider serves OpenAI: GPT-6 Astra cheapest?

OpenAI at $5.00 per million input tokens - 2.0× cheaper than Azure, the most expensive of the 2 hosts serving it.

Confirm against the source: OpenAI official pricing.