Qwopus3.8-27B-Flash
A fine-tuned Qwen3.8-27B optimized for fast, efficient agentic reasoning and tool-use.
Live drop
Google DeepMindDropped Sep 2, 202623 builds22 makers8 prompts
Frontier vulnerability discovery and automated patching across 20 languages.



About this release
Gemini 3.8 Flash Cyber is the cybersecurity-tuned variant of Gemini 3.8 Flash, specialized for autonomous vulnerability detection and high-quality patching. It achieves frontier-level results on CyberGym (86.2%) and CWE-Bench (47.2% pass@1), with >70% success on internal multi-language codebases. Restricted to trusted defenders via the Fairwind Program alongside CodeMender harness.
Read the official Google DeepMind launch pageWorth opening first
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Same brief across models — older takes on the left, newer on the right.
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