GPT-6 Cyber for vulnerability research
OpenAI says GPT-6 Cyber is a cybersecurity model trained to find and validate vulnerabilities within a researcher-defined scope. It is available to select Daybreak Red customers, with access planned to expand in the coming weeks.

Key takeaways · 4
- 01
GPT-6 Cyber scored 48.5% on ExploitGym, compared with 32.1% for GPT-5.6 Cyber.
- 02
Without deployment safety prompts, it avoided out-of-scope services in 99.93% of tests; with the prompts, OpenAI says it stayed within bounds in all tests.
- 03
OpenAI says Mozilla classified 81 novel Firefox vulnerabilities reported by the company as high severity, and began landing fixes shortly after receiving the reports.
- 04
Access is currently for select Daybreak Red customers, with wider access planned in the coming weeks.
What the model was tested on
OpenAI says GPT-6 Cyber scored 48.5% on ExploitGym, compared with 32.1% for GPT-5.6 Cyber.[1] It reproduced 1,724 vulnerabilities and developed working exploits for 948 of them.[1] OpenAI also reported a total run cost of $1,213,430 in API credits, or $1,279 per LPE exploit.[6] These figures describe the reported evaluation and research runs; they do not, on their own, establish what a team should expect for its own workload.
Scope and safeguards
OpenAI says that without deployment safety prompts, GPT-6 Cyber avoided exploiting out-of-scope services in 99.93% of tests, compared with 94.49% for GPT-5.6 Cyber.[1] With deployment safety prompts, it stayed within bounds in all tests.[1] OpenAI classifies GPT-6 Cyber as Critical for cybersecurity under its Preparedness Framework, up from High for GPT-5.6 Cyber.[1] The company says it added safeguards designed to detect and disrupt misuse, including checks to block high-risk activity involving critical systems.[1]
Reported vulnerability findings
OpenAI says GPT-6 Cyber produced evidence and reproducible tests for 81 novel Firefox vulnerabilities that Mozilla classified as high severity; Mozilla began landing fixes shortly after receiving the reports.[1] In an initial evaluation against GPT-6 Astra, Astra refused 100% of tasks, while Cyber completed 95%; Cyber’s only failure was an exploit it could not get to work remotely.[1] OpenAI also says Cyber achieved 40.3% vulnerability recall, compared with 32.0% for Astra.[1] These results do not show how much the models accelerate enterprise patch deployment or reduce exposure.[5]
Access and remaining questions
OpenAI says GPT-6 Cyber is available to select Daybreak Red customers and plans to expand access to all Daybreak Red customers in the coming weeks.[2][3] OpenAI describes Daybreak Red as supporting work such as attack simulation and red-teaming.[4] Security teams at Mozilla, Palo Alto Networks, Calif and Cisco, as well as OpenAI’s own team, are already using the model, according to OpenAI.[2] The company also says it used GPT-6 Cyber to find and fix weaknesses in its infrastructure.[1] A reported concern is that stronger vulnerability-finding could leave more bugs exposed if they are found but not fixed.[5]
For security professionals, the reported results make scope controls, deployment safeguards and the cost of evaluation important parts of assessing the model. The findings are a reason to plan how discovered vulnerabilities would be validated and addressed, rather than treating detection performance as a measure of reduced exposure.
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For teamsHow this developed
5 November 2026
GPT-6 Cyber for vulnerability research
Sources
- GPT‑6 Cyber: Advancing the frontier of aligned cybersecurity agents | OpenAIopenai.com
- OpenAI on X: \"Introducing GPT‑6 Cyber: a major advance in security research that pairs stronger capabilities with better model alignment. The model powered the Linux kernel research we announced yesterday, and security teams at companies like Mozilla, Palo Alto Networks, Calif, and Cisco—alongside… / Xx.com
- OpenAI says GPT-6 Cyber is better at finding vulnerabilities without going out of bounds | The Vergetheverge.com
- OpenAI debuts new cybersecurity-focused AI model amid growing alarm about AI-driven cyber attacks | Fortunefortune.com
- OpenAI’s GPT-6 Cyber ups the ante on vulnerability discovery | CSO Onlinecsoonline.com
- A thousand fewer paths to root | OpenAIopenai.com