GPT-6 Astra

proprietary

GPT-6 Astra is our most capable model for the most demanding work. Use it for complex reasoning, coding, computer use, research, and document creation. `reasoning.effort` supports `low`, `medium`, `high`, `xhigh`, and `max`.

Intelligence
Reasoning
Speed
Context
1.1M
Max output
128K
Input price
$10/1M tokens
Output price
$50/1M tokens

Capabilities

Reasoning & Interaction
Reasoning
Tool Calling
Output Control
Structured Output
JSON Mode
Infrastructure
Streaming
Batch Processing

Details

Model IDgpt-6-astra
Provider OpenAI
Creator openai
Familygpt-6
Licenseproprietary
Statusactive
Typechat
Input modalitiestext, image
Output modalitiestext
Open weightNo
Parameters—
Architecture—
Context window1.1M tokens
Max input922K tokens
Max output128K tokens
Reasoning tokensYes
Knowledge cutoff
Release date—
Sourceofficial

Tools

Web Searchweb_search
Search the web for information
File Searchfile_search
Search across uploaded files
Image Generationimage_generation
Generate images inline
Code Interpretercode_interpreter
Execute code in a sandbox
Hosted Shellhosted_shell
Run shell commands in a container
Apply Patchapply_patch
Apply code patches to files
Skillsskills
Use built-in skill modules
Computer Usecomputer_use
Control a virtual desktop
MCPmcp
Connect to Model Context Protocol servers
Tool Searchtool_search
Discover and use tools

Endpoints

Chat CompletionsPOST
Generate chat responses with messageshttps://api.openai.com/v1/chat/completions
ResponsesPOST
Stateful multi-turn conversationshttps://api.openai.com/v1/responses
BatchPOST
Async batch processing at lower costhttps://api.openai.com/v1/batches

Pricing

Text tokensPer 1M tokens
InputOutputCached input30m write12h writeCache writes
Standard$10$50$1$12.5$25$12.5
Batch$5$25$0.5$6.25$12.5—
Fast$20$100$2$25$50—

Family Comparison: gpt-6

ModelContextMax outPricing
GPT-6 Luna1.1M128K$0.1$0.5
GPT-6 Sol1.1M128K$2$10
GPT-6 Astra1.1M128K$10$50

API

GET/v1/models/openai/gpt-6-astra

GPT-6 Astra

gpt-6-astra

GPT-6 Astra is our most capable model for the most demanding work. Use it for complex reasoning, coding, computer use, research, and document creation. `reasoning.effort` supports `low`, `medium`, `high`, `xhigh`, and `max`.

Changes · 6 entries
gpt-6-astracreateca7a400Nov 2, 2026, 03:02 AM
gpt-6-astraupdate4e8b6afOct 21, 2026, 06:35 AM
pricingtiers[{"label":"Text tokens","unit":"Per 1M tokens","columns":...→[{"label":"Text tokens","unit":"Per 1M tokens","columns":...
gpt-6-astraupdate6e8bf55Sep 30, 2026, 06:40 AM
descriptionGPT-6 Astra is our most capable model, built for the hard...→GPT-6 Astra is our most capable model for the most demand...
taglineOur most capable model, built for the hardest end-to-end ...→Our most capable model for the most demanding work.
gpt-6-astraupdatecfa51b9Sep 24, 2026, 09:28 AM
familygpt-6
gpt-6-astraupdate118451aSep 24, 2026, 07:08 AM
namegpt-6-astra→GPT-6 Astra
tools["function_calling"]→["web_search","file_search","image_generation","code_inte...
endpoints["responses","chat_completions","batch"]→["chat_completions","responses","batch"]
descriptionGPT-6 Astra is our most capable model, built for the hard...
taglineOur most capable model, built for the hardest end-to-end ...
pricinginput$10output$50cached input$1batch input$5batch output$25tiers[{"label":"Text tokens","unit":"Per 1M tokens","columns":...
snapshots["gpt-6-astra"]
gpt-6-astracreate5cd8ca9Sep 6, 2026, 06:34 AM