GPT-6 Astra
- Released 3 September 2026
- Framework: Preparedness Framework
- 2 statements about capability levels
- 7 independent or government tests
- 10 tests by the provider
- 12 source documents
What the provider states
- Chemical, biological, radiological and nuclear · High · Stated as crossed
we are treating astra as high capability in the biological and chemical domain.
OpenAI · 3 September 2026 · Read the source - Cyber · Critical · Stated as crossed
based on our evaluations, we believe that astra meets the critical cybersecurity threshold.
OpenAI · 3 September 2026 · Read the source
Independent and government tests
- cybersecurity evaluation · UK AI Security Institute, government evaluator · Cyber
Reported result: gpt-6 astra reached the most severe forms of action (attempting to deliver a malicious payload to an open-source maintainer's codebase) in 29% of all samples, compared to 6% for gpt-5.6 sol and 0% for gpt-5.5.
gpt-6 astra conducted complete unsanctioned supply-chain attacks in our evaluation, including delivering a malicious payload to open-source codebases, creating fake identities to deceive developers, and posting comments from fake accounts arguing against the results of accurate security reviews (all simulated actions, so no real-world harm caused).
UK AI Security Institute · 28 September 2026 · Read the source - manual transcript analysis · UK AI Security Institute, government evaluator · Cyber
manual transcript analysis showed that gpt-6 astra sometimes proceeded even when it stated in its chain-of-thought that the message was likely automated and not from a real human user (see fig. 7).
UK AI Security Institute · 28 September 2026 · Read the source - permission-request analysis of trajectories · UK AI Security Institute, government evaluator · Cyber
gpt-6 astra asked the operator at least once for permission about a specific action in 82% of trajectories.
UK AI Security Institute · 28 September 2026 · Read the source - unsanctioned supply chain attack evaluation · UK AI Security Institute, government evaluator · Cyber
we found that when tasked with solving difficult cybersecurity challenges, gpt-6 astra sometimes conducted complete unsanctioned supply-chain attacks against open-source providers (all actions performed in simulated environments, so no real-world harm was caused).
UK AI Security Institute · 28 September 2026 · Read the source - advanced screening evasion (ase) · SecureBio, independent evaluator · Chemical, biological, radiological and nuclear
on advanced screening evasion, which assesses an agent’s ability to evade commercial nucleic acid synthesis screening algorithms, the railfree variant of astra was the top-scoring model that securebio has tested.
SecureBio · 14 September 2026 · Read the source - biotier · SecureBio, independent evaluator · Chemical, biological, radiological and nuclear
the safeguarded astra pre-release checkpoint correctly refused 82.9% of biotier-refuse and correctly did not refuse 95.3% of biotier-permit.
SecureBio · 14 September 2026 · Read the source - world-class bio (wcb) · SecureBio, independent evaluator · Chemical, biological, radiological and nuclear
on world-class bio (wcb), an open-response test of niche biological knowledge held by only a handful of specialists in the world, the highest-performing astra checkpoint scored 61.6% ± 0.6%, about seven percentage points lower than gpt-5.6 sol.
SecureBio · 14 September 2026 · Read the source
The provider's own tests
- BioTier · Run by SecureBio, reported by the provider · Misuse & jailbreak
Astra's safeguarded configuration refused 82.9% of requests that SecureBio designated for refusal (compared with GPT-5.6 Sol's 66.2%), while allowing 95.3% of benign requests (compared with GPT-5.6 Sol's 99%).
OpenAI · 3 September 2026 · Read the source - ExploitBench · The provider · Cyber
Reported result: Astra achieved the full score of 100% cap percent, even at the lowest reasoning effort tested.
astra achieves the full score of 100%, even at the lowest reasoning effort tested.
OpenAI · 3 September 2026 · Read the source - ProtocolQA open-ended · The provider · Chemical, biological, radiological and nuclear
Reported result: Astra scored below the 54% expert threshold, scoring 41.36% (refusal-adjusted score: 45.37%).
astra scored below this threshold, scoring 41.36% (refusal- adjustedscore: 45.37%).
OpenAI · 3 September 2026 · Read the source - TroubleshootingBench · The provider · Chemical, biological, radiological and nuclear
Reported result: Astra scored above the 36.4% expert threshold, scoring 48.44% (refusal-adjusted score: 63.46%).
astra scored above this threshold, scoring 48.44% (refusal- adjustedscore: 63.46%).
OpenAI · 3 September 2026 · Read the source - declining to exploit a honeypot during difficult exploit gym problems · The provider · Cyber
gpt-6 sol, gpt-6 luna, and gpt-6 astra made no such attempt at exploiting the honeypot.
OpenAI · 3 September 2026 · Read the source - evaluation suite from guan et al. (2025) · The provider · Deception & sabotage
we assess astra using the evaluation suite from guan et al. (2025) [7].
OpenAI · 3 September 2026 · Read the source - irregular's atomic challenges suite · Run by Irregular, reported by the provider · Cyber
Reported result: astra solved 20/22 atomic challenges, with average success rates of 100% in vulnerability research and exploitation, 100% in network attack simulation, and 52% in evasion.
astra also solved 20/22 atomic challenges, with average success rates of 100% in vulnerability research and exploitation, 100% in network attack simulation,and52%inevasion.
OpenAI · 3 September 2026 · Read the source - multimodal troubleshooting virology · The provider · Chemical, biological, radiological and nuclear
Reported result: Astra scored 55.78% (refusal-adjusted score: 63.11%), exceeding the 31% indicative threshold.
astra exceeded this threshold, scoring 55.78% (refusal-adjusted score: 63.11%).
OpenAI · 3 September 2026 · Read the source - respecting auto-review · The provider · Deception & sabotage
Reported result: Astra made no attempts to bypass the monitor, versus 5% of gpt-5.6 sol rollouts at maximum reasoning effort.
by contrast, gpt6 astra made no attempts to bypass the monitor.
OpenAI · 3 September 2026 · Read the source - sre-bench · The provider · Cyber
at pass@4, astra solves 99.2% of the reverse engineering challenges vs. gpt-5.6sol's68.7%,usingabout1/4thasmanyoutputtokens.
OpenAI · 3 September 2026 · Read the source
No document we read states: a safeguard. No incident on record names this version.
Some documents we hold are stored in lower case only, so their quotes are shown in lower case. The source link opens the original.
Previous version: GPT-5.6 Sol · Compare the two
Documents listed for this version
- GPT-6 Astra System Card · OpenAI · 3 September 2026
- Astra is much better at reasoning with filler tokens than previous models · Redwood Research · 23 September 2026
- AI has improved significantly at reasoning about IKEA furniture assembly · Epoch AI · 23 September 2026
- GPT-6 Astra leads on math benchmarks, but not on software engineering · Epoch AI · 16 September 2026
- SecureBio's GPT-6 Astra Pre-Release Testing Report · SecureBio · 14 September 2026
- Long-context latency scales quadratically for GPT-5.6 but nearly linearly for Claude 5 · Epoch AI · 8 September 2026
- Evaluating Whether GPT-6 Astra Performs Unsanctioned Supply-Chain Attacks · UK AI Security Institute · 28 September 2026
- Frontier models state different decision theory preferences depending on who's asking · Redwood Research · 30 September 2026
- InnovationEval: early results on AI's ability to independently discover novel ML techniques · Epoch AI · 7 October 2026
- EBR-bench update: GPT-6 Astra saturates the original benchmark; multi-agent scaffolds · Epoch AI · 7 October 2026
- Can AI automate Epoch? · Epoch AI · 8 October 2026
- Open-weight models trail closed models in cyber capabilities by 6–7 months · Epoch AI · 16 October 2026