Yuchen Jin 调侃 Databricks 工作三步走
My entire job at Databricks:
Yuchen Jin 自嘲在 Databricks 的工作就是三步：买大量 GPU、读 DeepSeek 博客、然后赚钱。此前他曾引用 DeepSeek 披露的数据：单集群每天服务 155 万亿 token，按非高峰定价每 GPU 小时收入 38 美元，并称这是 DeepSeek 的一次“炫技”。
查看原帖“A single cluster currently serves 155 trillion tokens/day, generating $38 in revenue per GPU-hour (at off-peak pricing).” Huge flex from DeepSeek. Not only did they open-source their inference engine, but they also open-sourced their revenue numbers. They didn't disclose which GPUs they're using here, but DeepInfer supports both NVIDIA Blackwell and…
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“A single cluster currently serves 155 trillion tokens/day, generating $38 in revenue per GPU-hour (at off-peak pricing).” Huge flex from DeepSeek. Not only did they open-source their inference engine, but they also open-sourced their revenue numbers. They didn't disclose which GPUs they're using here, but DeepInfer supports both NVIDIA Blackwell and Huawei Ascend. Even assuming they're renting B300s at $7 per GPU-hour, that's ~82% gross margin.
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My entire job at Databricks:
Step 1: Buy a sh*tload of GPUs Step 2: Read DeepSeek blogs Step 3: Profit