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GPT-6 Astra

Flagship

by OpenAI

As of October 19, 2026, GPT-6 Astra by OpenAI costs $10.00 per 1M input tokens and $50.00 per 1M output tokens, with a 1.05M-token context window. It ranks 5th of 17 models on the TensorFeed Intelligence Index's 2026 benchmark set, with a score of 83.3 (as of October 20, 2026).

GPT-6 Astra is the OpenAI flagship, released September 3, 2026 and pitched squarely at computer use: driving a browser, filling forms, editing spreadsheets and operating desktop applications the way a person would. API pricing is $10 per million input tokens and $50 per million output, with cached input at $1 and batch at half price. Two modifiers matter more than the headline rate. Requests above 272,000 input tokens bill on a separate long-context tier at $20 input, $2 cached and $75 output, which is easy to trip on exactly the long-horizon agent runs Astra is sold for, because an agent accumulating screenshots and tool output crosses that line without deciding to. Fast mode doubles every rate, and the Ultrafast tier OpenAI added on September 29, 2026 bills at six times the standard rate, which puts output at $300 per million tokens. Astra is also the first model OpenAI has placed in the Critical cybersecurity tier of its own Preparedness Framework, after pausing it in August: it scored 100 percent on ExploitBench and chained previously unknown vulnerabilities without step-by-step human direction. Rollout began as a limited preview for vetted cybersecurity partners before reaching ChatGPT Plus, Pro, Business and Enterprise, the API, and AWS. On September 22, 2026 OpenAI filled out the generation below it with GPT-6 Sol at $2/$10 and GPT-6 Luna at $0.10/$0.50, and said Astra remains its best model across the board.

Input Price

$10.00

per 1M tokens

Output Price

$50.00

per 1M tokens

Context Window

1.1M

tokens

Released

2026-09

API access

Capabilities

textvisiontool-usecodereasoning

Key Strengths

  • ✓72.6 percent on OSWorld 2.0 computer use, against 65.7 for GPT-5.6 Sol
  • ✓96.0 on GPQA Diamond and 91.5 on BrowseComp
  • ✓Roughly 40 minutes per evaluated task versus about 75 for Sol, which is what makes retrying an agent affordable
  • ✓Cached input at $1 per 1M, a tenth of the standard rate
  • ✓Strong long-context retrieval: 96.3 percent on MRCR v2 8-needle in the 512K to 1M band

Best For

  • ▸Computer-use and browser-driving agents
  • ▸Long-horizon workflows that accumulate screen and tool state
  • ▸Frontier reasoning and research
  • ▸Authorized security research under the OpenAI vetted-access program

Benchmark Scores

BenchmarkScoreDescription
GPQA Diamond96.0Graduate-level science questions verified by domain experts
BrowseComp91.5Agentic web search and browsing over hard-to-find facts
FrontierCode v1.153.3Agentic coding on frontier software engineering tasks (Main split)
Terminal-Bench 4.059.6Long-horizon agentic work in a terminal across software, science, ML, operations, hardware, security, and media (66 tasks, all-or-nothing verifiers)
Humanity's Last Exam (tools)57.2Multidisciplinary expert-level reasoning with tool access

Scores sourced from public benchmark datasets. See full benchmark leaderboard for all models.

Pricing Details

Input tokens

$10.00

per 1M tokens

Output tokens

$50.00

per 1M tokens

Estimated cost per 1K requests

$35.00

~1K input + ~500 output tokens avg

Prices are subject to change. Check the official documentation for current pricing. See the cost calculator for detailed estimates.

Quick answers

How much does GPT-6 Astra cost?
As of October 19, 2026, GPT-6 Astra costs $10.00 per 1M input tokens and $50.00 per 1M output tokens on the OpenAI API.
What is the context window of GPT-6 Astra?
GPT-6 Astra has a 1.05M-token context window (1,050,000 tokens).
How does GPT-6 Astra rank on the TensorFeed Intelligence Index?
GPT-6 Astra ranks 5th of 17 models on the TensorFeed Intelligence Index's 2026 benchmark set, with a score of 83.3 (as of October 20, 2026). Scores from the 2024 and 2026 benchmark sets are ranked separately and never compared.

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