6 月 24 日,字节跳动给国产 AI 订阅市场投下了一颗定价炸弹。
豆包全线升级至 Doubao-Seed 2.1 大模型,日均 Token 调用量突破 180 万亿,支持数百个 AI 智能体同步协作,还接入了打车等生活服务功能。同步推出三档付费订阅:标准版 68 元/月、加强版 200 元/月、高级版 500 元/月。
对比一下:ChatGPT Plus 是 135 元/月,Pro 是 677 元/月。豆包的价格几乎是 ChatGPT 的一半甚至三分之一,而且免费用户的权益完整保留——不砍功能、不限制模型、不搞逼氪。
阿里云的"夜间 2 折"
同一天,阿里云给出了更有意思的答案。
桌面智能工具 QoderWork 上线了国内首个 AI 算力分时定价机制:每晚 22 点至次日 8 点,调用 Qwen3.7-Max 旗舰模型低至 2 折。重度用户的批量长任务成本可以削减 60%-80%,官方推荐的使用方式是:"白天编辑指令,夜间 AI 自主运行"。
这是一个极具想象力的定价创新。它意味着 AI 算力正在从"统一计价"走向"峰谷分时",像电力一样成为公用事业。电网有波峰波谷,算力也有——白天大家都在用,贵一点;晚上机器闲着也是闲着,便宜点卖。
"AI 算力的终极形态,就是电力。你不会问'这个月用了多少瓦特',你只会问'这个月电费多少钱'。"
—— 某云厂商产品负责人
Agent 时代的基础设施
价格下降的同时,基础设施也在为 Agent 时代重构。
Cursor 在 Compile 开发者大会上发布了 Origin——专为 AI 智能体设计的云原生 Git 平台。传统 GitHub 是为人类程序员设计的:Pull Request、Code Review、合并冲突解决,都是基于"人会看代码"的假设。但当成百上千个 Agent 同时读写代码库时,传统 Git 根本扛不住。Origin 解决的就是这个问题:自动处理合并冲突、自动修复 CI 故障、自动回滚有问题的提交。
AI 视频领域同样在发生范式转移。HeyGen 开源了 Hyperframes 框架(用 HTML 写视频),OpenMontage 发布了全球首个开源代理式视频制作系统——12 条流水线、52 个集成工具、500+ 代理技能。视频制作从手动剪辑转向代码驱动自动化,一个人加一群 Agent 就能产出过去需要十来人团队才能完成的视频内容。
国产 AI 的商业化路径
豆包和阿里云的定价策略,折射出国产 AI 的独特商业化路径。
美国 AI 公司走的是"高端收割"路线:先服务愿意付高价的企业客户和专业用户,再逐步下沉。但中国市场的逻辑完全不同——这里有全球最庞大的互联网用户群体、最激烈的价格竞争、最成熟的移动支付生态,"低门槛拉新+分层变现"才是被反复验证的王道。
68 元/月是什么概念?一杯奶茶加一份外卖的钱。这个定价不是在和 ChatGPT 竞争,它是在和视频会员、音乐会员、网盘会员竞争——把 AI 从"专业工具"变成"国民应用"。
更关键的是信号意义:国产 C 端 AI 正在走出"免费烧钱换用户"的阶段,开始认真思考怎么赚钱。当价格打到 ChatGPT 的三分之一仍然有利润空间,说明国产模型的推理成本优化已经做到了极致。这种成本优势,最终会转化为全球市场的竞争力。
AI 的公用事业化
68 元/月、夜间 2 折、Agent 专用 Git——这些看似不相关的新闻,指向同一个趋势:AI 正在从"奢侈品"变成"公用事业"。
就像电力从工厂专属变成家家户户都用得起,就像宽带从高端商务变成民生基础设施,AI 算力也在走同样的路。当调用一次大模型的成本比发一条短信还便宜,当 Agent 可以 7×24 小时以极低的成本为你工作,真正的 AI 普及才会到来。
价格屠夫不是坏事。它把技术从象牙塔拉到寻常百姓家,让更多人用得起、用得上。豆包 68 元的背后,是千万级用户的市场,是 Agent 大规模商用的基础,是中国 AI 生态独特的竞争力。
白天写指令,夜里让 Agent 干活,账单上的电费比咖啡还便宜——这一天可能比我们想象的更近。
明天见。
On June 24, ByteDance dropped a pricing bomb on China's AI subscription market.
Doubao fully upgraded to the Doubao-Seed 2.1 LLM; daily Token calls exceeded 18 trillion; it supports hundreds of AI agents collaborating simultaneously, and integrated lifestyle services like ride-hailing. It simultaneously launched three paid subscription tiers: Standard 68 RMB/month, Enhanced 200 RMB/month, Premium 500 RMB/month.
For comparison: ChatGPT Plus is 135 RMB/month, Pro is 677 RMB/month. Doubao's price is roughly half or even one-third of ChatGPT, and free-user benefits are fully preserved -- no feature cuts, no model restrictions, no forced upgrade pressure.
Alibaba Cloud's "80% Off at Night"
The same day, Alibaba Cloud gave an even more interesting answer.
Desktop intelligence tool QoderWork launched China's first AI compute time-of-use pricing mechanism: every night from 10 PM to 8 AM, calls to the Qwen3.7-Max flagship model are as low as 20% of regular price. Heavy users' batch long-task costs can be cut by 60%-80%; the officially recommended usage pattern is: "edit prompts during the day, let AI run autonomously at night."
This is an imaginative pricing innovation. It means AI compute is moving from "unified pricing" to "peak-valley time-of-use," becoming a public utility like electricity. The power grid has peaks and valleys; compute does too -- expensive during the day when everyone's using it, cheap at night when machines sit idle.
"The ultimate form of AI compute is electricity. You don't ask 'how many watts did I use this month'; you just ask 'how much was the electric bill this month.'"
-- A cloud vendor product lead
Infrastructure for the Agent Era
As prices fall, infrastructure is also being rebuilt for the Agent era.
At its Compile developer conference, Cursor launched Origin -- a cloud-native Git platform designed specifically for AI agents. Traditional GitHub was designed for human programmers: Pull Requests, Code Review, merge conflict resolution, all based on the assumption that "humans will read the code." But when hundreds of Agents simultaneously read and write to codebases, traditional Git can't handle it. Origin solves exactly this: automatic merge conflict handling, automatic CI failure fixing, automatic rollback of problematic commits.
The AI video space is likewise undergoing a paradigm shift. HeyGen open-sourced the Hyperframes framework (writing videos in HTML); OpenMontage released the world's first open-source agentic video production system -- 12 pipelines, 52 integration tools, 500+ agent skills. Video production moves from manual editing to code-driven automation; one person plus a fleet of Agents can produce video content that used to require a team of a dozen.
Chinese AI's Commercialization Path
Doubao and Alibaba Cloud's pricing strategies reflect a unique commercialization path for Chinese AI.
American AI companies take a "premium harvesting" route: first serve enterprise customers and professional users willing to pay high prices, then gradually move downmarket. But the Chinese market logic is entirely different -- it has the world's largest internet user base, the fiercest price competition, and the most mature mobile payment ecosystem; "low-barrier user acquisition + tiered monetization" is the repeatedly proven way.
What's 68 RMB/month? A cup of bubble tea plus a takeout order. This pricing isn't competing with ChatGPT; it's competing with video subscriptions, music subscriptions, cloud storage memberships -- turning AI from a "professional tool" into a "national app."
More critically, it has signal value: Chinese consumer AI is moving past the "free burn for users" stage and starting to think seriously about making money. When prices hit one-third of ChatGPT and there's still profit margin, it means Chinese models' inference cost optimization has been taken to an extreme. That cost advantage will ultimately translate into global market competitiveness.
The Utility-ification of AI
68 RMB/month, 80% off at night, Agent-native Git -- these seemingly unrelated news items point to one trend: AI is moving from "luxury" to "public utility."
Just as electricity moved from factory-exclusive to affordable for every household, just as broadband moved from premium business to civilian infrastructure, AI compute is going the same way. When calling an LLM costs less than sending a text message, when Agents can work for you 24x7 at extremely low cost, true AI mass adoption will arrive.
Price slayers aren't a bad thing. They pull technology from ivory towers to ordinary homes, letting more people afford and use it. Behind Doubao's 68 RMB is a market of hundreds of millions of users, the foundation for large-scale Agent commercialization, and the unique competitiveness of China's AI ecosystem.
Write prompts during the day, let Agents work at night, and the electric bill is cheaper than coffee -- that day may be closer than we think.
See you tomorrow.
AI 算力的终极形态,就是电力。你不会问'这个月用了多少瓦特',你只会问'这个月电费多少钱'。
—— 某云厂商产品负责人
Chinese LLM pricing strategy comparison, AI compute utility-ification, Agent infrastructure stack
Sources · 信源 Sources
本文基于 Dawn Vision 认知引擎处理的 7 个源信号自动生成,经编辑部人工审核。素材来源包括:豆包发布会信息、阿里云 QoderWork 定价公告、Cursor Compile 大会、HeyGen/OpenMontage 开源发布。
Auto-generated by Dawn Vision's cognitive engine from 7 source signals, editorially reviewed. Sources include: Doubao launch info, Alibaba Cloud QoderWork pricing announcement, Cursor Compile conference, HeyGen/OpenMontage open-source releases.