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Comparing: Spending ¥500/mo on AI compute? DeepSeek's new trick might halve your bill & 每月花 500 块买 AI 算力?DeepSeek 新东西可能让你省一半

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DeepSeekAI computecost-cutting·

Spending ¥500/mo on AI compute? DeepSeek's new trick might halve your bill

Last month I checked my AI bill and my hand trembled

I run a Xiaohongshu AI tools account, topping up ChatGPT with over ¥500 every month. When I pulled up the bill, I stared at the number in a daze. Anan's in the same boat — he runs an e-commerce customer service SaaS in Shenzhen, burning ¥12,000 a month on model API calls alone. We were both waiting for one thing: when would compute get cheaper?

DeepSeek just dropped DSec — might be the answer

DeepSeek (the Hangzhou AI company that once made Silicon Valley nervous) just published a paper called DSec — short for elastic computing. In plain words: when AI isn't busy, you spend less; when it's slammed, you scale up. This isn't a tool for you — it's backend infrastructure for AI vendors.

Founder Liang Wenfeng's team — I caught a glimpse of them at a Geek Park Hangzhou event last time. When their V3 dropped, their compute consumption was an order of magnitude lower than peers. DSec pushes that cost-saving logic one step further.

What does this mean for you? Starting next year, costs on domestic Chinese models (DeepSeek, Hunyuan, Tongyi) could drop another 30–60%. I've already started testing "domestic replacements" for a few tools on my subscription list.

Replicating this today: ¥0 for now, but it matters

Money: You pay nothing. DSec is backend infra, not sold separately.
Time: Wait 6–12 months, watch which vendor integrates it first.
Tech barrier: Too high for either of us to read — skip.
First step: Open your usual AI tool's "balance" or "usage" page and write down your monthly spend. That number is your negotiation leverage going forward.

What to do next, depending on your stage

Just starting, no clients yet: Don't worry. Free tiers cover you for a while — wait until you land paying work. Totally fine to skip for now.
1–2 clients in: I'd suggest screenshotting your monthly AI bill. Look back in three months — if you're still on foreign models, try domestic as backup. DeepSeek and Tongyi Qianwen APIs are both cheap. I made this mistake once — ran two models side by side for comparison, only to find that in Chinese scenarios, domestic models don't lose at all.
Scaling up: This one's most critical for you. At your next renewal, ask sales one question: "Do you support DeepSeek? When?" Ask that, and they'll knock something off the price.

Source: arxiv.org
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DeepSeekAI 算力降本·

每月花 500 块买 AI 算力?DeepSeek 新东西可能让你省一半

上个月看 AI 账单,我手抖了一下

我在做小红书 AI 工具号,每月给 ChatGPT 充 500 多块。账单拉出来那刻我盯了会儿数字发呆。阿楠也一样,在深圳做电商客服 SaaS,每月光模型调用烧掉一万二。我们都在等一件事——算力哪天能便宜点。

DeepSeek 新发的 DSec,可能就是答案

DeepSeek(杭州那家让硅谷紧张过的中国 AI 公司)刚发一篇论文叫 DSec,全名「弹性计算」。用人话说:AI 不忙时少花钱,忙时再拉满。这不是给你用的工具,是给 AI 厂商用的底层架构。

创始人梁文锋团队,我上次在极客公园杭州活动上远远见过一面,他们 V3 出来时算力消耗就比同行低一个数量级。DSec 是把这套省钱思路再走深一步。

对你意味什么?明年起,用国产模型(DeepSeek、混元、通义)的成本可能再砍 30-60%。我已经把订阅清单里好几款工具的「国产替身」开始测试。

你今天复刻成本:暂时 0,但意义不小

钱:你不用花钱。DSec 是底层架构,不单独卖。
时间:等 6-12 个月,看哪家厂商先用进产品。
技术门槛:高到你我都看不懂,跳过。
第一步:打开你常用 AI 工具的「账户余额」或「用量」页面,记下每月花费多少。这数字就是你接下来谈判的筹码。

不同阶段,你下一步该干嘛

刚起步还没客户:不用管。免费额度够用一阵,等接到付费单子再说。现在不试也没事。
有 1-2 个客户:我建议把每月 AI 账单截图存好。三个月后回头看,如果还在用海外模型,可以试国产做备份。DeepSeek、通义千问 API 都便宜。我之前犯过这错——同时跑两套模型做对比,结果发现中文场景国产根本不输。
正在扩规模:这条对你最关键。下次续费时问销售一句:「你们家接 DeepSeek 吗?什么时候接?」问题一抛,他们定价会让你两分。

Source: arxiv.org