V4.1 Flash 1017 在网络安全基准上绝对性能领先，成本约为 Astra 的 1/50

steve hsu @hsu_steve原推发布于 2026.10.23

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DS V4.1 Flash 1017 is among the best models in absolute performance on this cybersecurity benchmark, and is ~50x cheaper than Astra. As I have emphasized before, despite its small size, the special architecture of the model (eg innovations like engram) may allow it to punch above its weight in absolute capability as well as cost. DS are very confident that the can continue to improve with RL. The jump from the first release to 1017 is very impressive.

这条是引用着另一条写的：「DeepSeek V4.1 Flash 网络安全基准仅次于 GPT-6 Astra」