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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 4, 2026
Average Score
74.4%

Timeline

Key dates in the model's history
Announcement
September 3, 2026
Release / Last Update
September 4, 2026
Today
October 20, 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

Compare GPT-6 Astra

All comparisons

Articles about GPT-6 Astra

GPT-6 Astra drove a real Toyota through a cone course once in three attempts. Nobody else finished.

GPT-6 Astra drove a real Toyota through a cone course once in three attempts. Nobody else finished.

Four frontier models drove a real Toyota through a cone course. GPT-6 Astra finished once in three attempts, at 0.42 m/s and $7.74; no other model finished.

6 min
Vals AI says Astra beat Factorio: Space Age — with no replay, logs or settings published

Vals AI says Astra beat Factorio: Space Age — with no replay, logs or settings published

Vals AI says GPT-6 Astra cleared Factorio: Space Age in 165 in-game hours across two days. No replay, no harness notes, and players want the world settings.

2 min
DeepSeek V4.1 Flash tops AA's new agentic benchmark by 0.4 points. The index under it moved twice in a week

DeepSeek V4.1 Flash tops AA's new agentic benchmark by 0.4 points. The index under it moved twice in a week

An open-weights model took the top row of Artificial Analysis's new private agentic benchmark by 0.4 points, on an index revised twice in just three days.

7 min
DeepSeek V4.1 Flash vs GPT-6 Astra: 98% of the score, 1.4% of the cost

DeepSeek V4.1 Flash vs GPT-6 Astra: 98% of the score, 1.4% of the cost

Arena-measured data put DeepSeek V4.1 Flash within two points of GPT-6 Astra on design output at 1.4% of the cost, and the ranking flips once speed is weighted.

5 min
'FactorioBench' is trending on r/singularity — it isn't a real benchmark yet

'FactorioBench' is trending on r/singularity — it isn't a real benchmark yet

r/singularity is hyping a 'FactorioBench' benchmark with no repo or scores. Real Astra-on-Factorio runs are underway; an open-source eval has numbers.

2 min
GPT-6 Astra reaches ChatGPT Plus — just not in regular chat

GPT-6 Astra reaches ChatGPT Plus — just not in regular chat

OpenAI is rolling GPT-6 Astra out to ChatGPT Plus, but the $20 tier gets it in Work and Codex only — regular chat stays on GPT-5.6 Sol, confusing subscribers.

2 min
GPT-6 Astra 'finished' RimWorld in 15 hours — chinchilla included

GPT-6 Astra 'finished' RimWorld in 15 hours — chinchilla included

A Japanese RimWorld streamer says GPT-6 Astra cleared the colony sim in 15 hours, evacuating every colonist — chinchilla included. No OpenAI confirmation yet.

2 min
A GPT-6 Astra demo turned a fake mobile game ad into an actual playable game

A GPT-6 Astra demo turned a fake mobile game ad into an actual playable game

A developer showed GPT-6 Astra a mobile game ad and got a playable browser version of the advertised game in under 30 minutes. A fun demo, with caveats.

3 min
GPT-6 Astra scored 95% on a real robot arm — then tied Fable 5.1 when precision mattered

GPT-6 Astra scored 95% on a real robot arm — then tied Fable 5.1 when precision mattered

RobotCurve's real-robot eval: GPT-6 Astra scores 95% on a block-into-bowl task versus Claude Fable 5.1's 40% — then both stall at 10% on precision insertion.

5 min
GPT-6 Astra beat Portal — after $571 in API calls

GPT-6 Astra beat Portal — after $571 in API calls

A user's GPT-6 Astra agent just autonomously finished Portal in under 24 hours for $571.18 in API calls. We break down the run, and why skeptics object.

7 min
FrontierMath Erdős: GPT-6 Astra solved 2 of 68 open problems while rivals scored zero

FrontierMath Erdős: GPT-6 Astra solved 2 of 68 open problems while rivals scored zero

Epoch AI benchmarked models on 68 significant unsolved Erdős problems formalized in Lean. A pre-release GPT-6 Astra solved two. Everyone else scored zero.

5 min
GPT-6 Astra Max draws a PS4 controller as pure SVG — viewers thought it was a photo

GPT-6 Astra Max draws a PS4 controller as pure SVG — viewers thought it was a photo

GPT-6 Astra Max turned out a photorealistic PS4 controller as pure SVG code in 11m54s, no image used. Crisp structure, but one demo is not design skill.

2 min
GPT-6 Astra, PCB layout in KiCad: a 15-second demo that engineers can't verify yet

GPT-6 Astra, PCB layout in KiCad: a 15-second demo that engineers can't verify yet

OpenAI's GPT-6 Astra demo shows PCB layout in KiCad from a schematic. EEBench experts weigh what's credible, what's unproven, and what real evals would add.

6 min
GPT-6 Astra crosses OpenAI's 'Critical' cyber threshold. Capability was never the hard part

GPT-6 Astra crosses OpenAI's 'Critical' cyber threshold. Capability was never the hard part

GPT-6 Astra is OpenAI's first Critical-cyber model: it hunts zero-days solo. Self-reported evals, gated access, and untested safeguards frame the debate.

7 min
GPT-6 Astra release: a 1.05M-token flagship whose numbers come from OpenAI alone

GPT-6 Astra release: a 1.05M-token flagship whose numbers come from OpenAI alone

GPT-6 Astra ships to Daybreak defenders first: 1.05M-token context, $10/$50 per million tokens, vendor-scored 99.9% on ARC-AGI-3 — and still no parameter count.

6 min

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