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#deepseek

3 articles

Hand-drawn warehouse of sealed sandbox crates, with one narrow network pipe escaping under a wall

DeepSeek DSec runs 3 million agent sandboxes a day. The useful lesson is where the work survives

Leo Kaka
DeepSeek's official chart of global KV cache bytes per token across generations: V1 389,120, V3.2 48,068, V4-Flash 3,514, V4.1-Flash 890, the reason the vendor gives for the Flash price coming down

DeepSeek V4.1 Flash price cut: 9% to 57% depending on your token mix, and the deepseek-v4-pro switch DeepSeek later reversed

Leo Kaka
Cover card: A price sheet, and a model with no name

ox-alpha vs deepseek-v4-flash: what a stealth model hides

Linden Kern