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GPT-6 Astra

Multimodal
OpenAI

GPT-6 Astra is OpenAI's most capable and most aligned model, released September 2026. It is the first model designated at the Critical cybersecurity capability threshold under OpenAI's Preparedness Framework, saturating ExploitBench (100%), ARC-AGI-3 (99.9%) and FrontierMath Tier 4 (98%). Built for the hardest end-to-end work across computer use, browsing, software engineering, science and professional work, it has a 1.05M-token context window, 128K max output, text and image inputs, and reasoning effort levels from low to max. Staged GA began 2026-09-03 with Daybreak/trusted defenders first, then ChatGPT Plus/Pro/Business/Enterprise, API and AWS.

Key Specifications

Parameters
-
Context
1.1M
Release Date
September 3, 2026
Average Score
74.4%

Timeline

Key dates in the model's history
Announcement
September 3, 2026
Last Update
September 4, 2026

Technical Specifications

Parameters
-
Training Tokens
-
Knowledge Cutoff
April 30, 2026
Family
-
Capabilities
MultimodalZeroEval

Pricing & Availability

Input (per 1M tokens)
$10.00
Output (per 1M tokens)
$50.00
Max Input Tokens
1.1M
Max Output Tokens
128.0K
Supported Features
Function CallingStructured OutputCode ExecutionWeb SearchBatch InferenceFine-tuning

Benchmark Results

Model performance metrics across various tests and benchmarks

Reasoning

Logical reasoning and analysis
GPQA Diamond
GPQA Diamond. Official GPT-6 Astra launch table.Self-reported
96.0%

Other Tests

Specialized benchmarks
Agents' Last Exam
Agents' Last Exam. Official GPT-6 Astra launch table.Self-reported
59.3%
ARC-AGI
ARC-AGI-1. Official GPT-6 Astra launch table.Self-reported
98.5%
ARC-AGI-3
ARC-AGI-3. Responses API harness with retained reasoning / compaction. Official GPT-6 Astra launch table.Self-reported
99.9%
ARC-AGI v2
ARC-AGI-2. Official GPT-6 Astra launch table.Self-reported
95.0%
AutomationBench
AutomationBench. Official GPT-6 Astra launch table.Self-reported
41.4%
BenchCAD (with Python tool)
BenchCAD with Python tool. Official GPT-6 Astra launch table.Self-reported
95.9%
BrowseComp
BrowseComp. Official GPT-6 Astra launch table.Self-reported
91.5%
DeepSWE 1.1
DeepSWE v1.1. Official GPT-6 Astra launch table.Self-reported
74.1%
ExploitBench
ExploitBench. Official GPT-6 Astra launch table.Self-reported
100.0%
ExploitGym
ExploitGym. Official GPT-6 Astra launch table.Self-reported
42.4%
FrontierCode 1.1
FrontierCode 1.1 Main. Official GPT-6 Astra launch table.Self-reported
53.3%
FrontierMath Tier 4 (v2)
FrontierMath Tier 4 (v2). Official GPT-6 Astra launch table.Self-reported
97.6%
GeneBench-Pro
GeneBench Pro. Official GPT-6 Astra launch table.Self-reported
37.8%
HealthBench Professional
HealthBench Professional, length-adjusted score. Official GPT-6 Astra launch table.Self-reported
63.4%
Humanity's Last Exam (with tools, text-only)
Humanity's Last Exam with tools, text-only (HLE w/ tools). Official GPT-6 Astra launch table.Self-reported
57.2%
LifeSciBench
LifeSciBench. Official GPT-6 Astra launch table.Self-reported
60.3%
OSWorld 2.0
OSWorld 2.0 v2026.08.08 offline set, PARTIAL score. Official GPT-6 Astra launch table.Self-reported
72.6%
ScreenSpot Pro
ScreenSpot Pro (no tools). Official GPT-6 Astra launch table.Self-reported
92.7%
SEC-Bench Pro
SEC-Bench Pro. Official GPT-6 Astra launch table.Self-reported
85.4%
Terminal-Bench 4.0
Terminal-Bench 4.0. Official GPT-6 Astra launch table.Self-reported
57.7%
Terminal-Bench Science 0.1
Terminal-Bench-Science 0.1. Official GPT-6 Astra launch table.Self-reported
64.6%

License & Metadata

License
proprietary
Announcement Date
September 3, 2026
Last Updated
September 4, 2026

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