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算力战争白热化!国产GPU替代引爆千亿蛋糕​

发布于 2025-09-18

<p data-pm-slice="0 0 []"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">以下是招商证券策略专题报告《从海外看国内,基于产业链视角的AI估值体系和逻辑》的核心内容总结,按报告结构分层提炼关键点:</span></span></span></span></p><hr style="border-style: solid;border-width: 1px 0 0;border-color: rgba(0,0,0,0.1);-webkit-transform-origin: 0 0;-webkit-transform: scale(1, 0.5);transform-origin: 0 0;transform: scale(1, 0.5);" /><p><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-zero-width="z" data-slate-length="0"></span></span></span></p><h3 data-slate-node="element" data-block-id="1ubcLiAfWC" data-dir-key="1ubcLiAfWC"><span data-slate-node="text"><span data-slate-leaf="true"><strong><span data-slate-string="true"><span leaf="">一、AI浪潮三阶段演进逻辑</span></span></strong></span></span></h3><ol class="list-paddingleft-1"><li><span data-marker="1."></span><span data-slate-node="text"><span data-slate-leaf="true"><strong><span data-slate-string="true"><span leaf="">估值驱动期(2022Q4-2023Q2)</span></span></strong></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"></span></span></span></li></ol><ul class="list-paddingleft-1"><li><span data-marker=""></span><span data-slate-node="text"><span data-slate-leaf="true"><strong><span data-slate-string="true"><span leaf="">特征</span></span></strong></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">:技术突破→资本涌入→估值重估,依赖叙事与稀缺性赚取“估值的钱(Beta)”。&nbsp;</span></span></span></span></li></ul><ul class="list-paddingleft-1"><li><span data-marker=""></span><span data-slate-node="text"><span data-slate-leaf="true"><strong><span data-slate-string="true"><span leaf="">关键事件</span></span></strong></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">:ChatGPT引爆用户增长(2个月破亿),OpenAI融资估值达290亿美元,微软追加投资推动“能力→现金流”逻辑形成</span></span></span><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">。&nbsp;</span></span></span></span></li></ul><ul class="list-paddingleft-1"><li><span data-marker=""></span><span data-slate-node="text"><span data-slate-leaf="true"><strong><span data-slate-string="true"><span leaf="">估值锚点</span></span></strong></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">:用户增长、融资事件、巨头绑定(如微软+OpenAI),市场为“潜在高黏性现金流”提前定价。</span></span></span></span></li></ul><ol class="list-paddingleft-1" start="2"><li><span data-marker="2."></span><span data-slate-node="text"><span data-slate-leaf="true"><strong><span data-slate-string="true"><span leaf="">产品验证期(2023Q3-2024Q2)</span></span></strong></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"></span></span></span></li></ol><ul class="list-paddingleft-1"><li><span data-marker=""></span><span data-slate-node="text"><span data-slate-leaf="true"><strong><span data-slate-string="true"><span leaf="">特征</span></span></strong></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">:技术迭代→商业化KPI验证,依靠用户转化率与商业模式赚取“成长的钱”。&nbsp;</span></span></span></span></li></ul><ul class="list-paddingleft-1"><li><span data-marker=""></span><span data-slate-node="text"><span data-slate-leaf="true"><strong><span data-slate-string="true"><span leaf="">技术焦点</span></span></strong></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">:&nbsp;</span></span></span></span></li></ul><ul class="list-paddingleft-1"><li><span data-marker=""></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">模型家族化(如Google Gemini系列分层定价)&nbsp;</span></span></span></span></li></ul><ul class="list-paddingleft-1"><li><span data-marker=""></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">多模态/长上下文能力拓展</span></span></span></span></li></ul><ul class="list-paddingleft-1"><li><span data-marker=""></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">推理成本优化($/1k token)&nbsp;</span></span></span></span></li></ul><ul class="list-paddingleft-1"><li><span data-marker=""></span><span data-slate-node="text"><span data-slate-leaf="true"><strong><span data-slate-string="true"><span leaf="">关键指标</span></span></strong></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">:API调用量、企业合同规模、付费转化率(如ChatGPT Plus订阅)。</span></span></span></span></li></ul><ol class="list-paddingleft-1" start="3"><li><span data-marker="3."></span><span data-slate-node="text"><span data-slate-leaf="true"><strong><span data-slate-string="true"><span leaf="">盈利兑现阶段(2024Q3至今)</span></span></strong></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"></span></span></span></li></ol><ul class="list-paddingleft-1"><li><span data-marker=""></span><span data-slate-node="text"><span data-slate-leaf="true"><strong><span data-slate-string="true"><span leaf="">特征</span></span></strong></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">:从烧钱训练转向盈利兑现,自由现金流与毛利率改善驱动PE重估。&nbsp;</span></span></span></span></li></ul><ul class="list-paddingleft-1"><li><span data-marker=""></span><span data-slate-node="text"><span data-slate-leaf="true"><strong><span data-slate-string="true"><span leaf="">核心矛盾</span></span></strong></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">:&nbsp;</span></span></span></span></li></ul><ul class="list-paddingleft-1"><li><span data-marker=""></span><span data-slate-node="text"><span data-slate-leaf="true"><strong><span data-slate-string="true"><span leaf="">收入端</span></span></strong></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">:分层定价(高端模型溢价 vs. 轻量版份额抢占)、订阅/企业合同变现。&nbsp;</span></span></span></span></li></ul><ul class="list-paddingleft-1"><li><span data-marker=""></span><span data-slate-node="text"><span data-slate-leaf="true"><strong><span data-slate-string="true"><span leaf="">成本端</span></span></strong></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">:训练与推理成本高企(算力占60%+),中美厂商策略分化:&nbsp;</span></span></span></span></li></ul><ul class="list-paddingleft-1"><li><span data-marker=""></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">美国(OpenAI/Google):高毛利SaaS模式(输出token定价比输入高30%-80%)&nbsp;</span></span></span></span></li></ul><ul class="list-paddingleft-1"><li><span data-marker=""></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">中国(百度/阿里):低价换规模,依赖国产算力降本。&nbsp;</span></span></span></span></li></ul><hr style="border-style: solid;border-width: 1px 0 0;border-color: rgba(0,0,0,0.1);-webkit-transform-origin: 0 0;-webkit-transform: scale(1, 0.5);transform-origin: 0 0;transform: scale(1, 0.5);" /><p><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-zero-width="z" data-slate-length="0"></span></span></span></p><h3 data-slate-node="element" data-block-id="HYA0Bfuc4e" data-dir-key="HYA0Bfuc4e"><span data-slate-node="text"><span data-slate-leaf="true"><strong><span data-slate-string="true"><span leaf="">二、AI产业链估值逻辑与商业化路径</span></span></strong></span></span></h3><h4 data-slate-node="element" data-block-id="XnvJDTt93m" data-dir-key="XnvJDTt93m"><span data-slate-node="text"><span data-slate-leaf="true"><strong><span data-slate-string="true"><span leaf="">1. 上游:算力基础设施(“卖铲人”)</span></span></strong></span></span></h4><ul class="list-paddingleft-1"><li><span data-marker=""></span><span data-slate-node="text"><span data-slate-leaf="true"><strong><span data-slate-string="true"><span leaf="">核心标的</span></span></strong></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">:芯片(NVIDIA H100/AMD MI300)、存储(HBM)、光互联(Broadcom)。&nbsp;</span></span></span></span></li></ul><ul class="list-paddingleft-1"><li><span data-marker=""></span><span data-slate-node="text"><span data-slate-leaf="true"><strong><span data-slate-string="true"><span leaf="">估值逻辑</span></span></strong></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">:&nbsp;</span></span></span></span></li></ul><ul class="list-paddingleft-1"><li><span data-marker=""></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">技术壁垒(能效FLOPS/W)、产能供给(长期合同)、国产替代进展(中国寒武纪/海光信息)。&nbsp;</span></span></span></span></li></ul><ul class="list-paddingleft-1"><li><span data-marker=""></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">美股龙头PE普遍50-100倍(如NVIDIA PE 51x),中国厂商依赖政策补贴与算力缺口预期。</span></span></span></span></li></ul><h4 data-slate-node="element" data-block-id="jNpi4w2Cng" data-dir-key="jNpi4w2Cng"><span data-slate-node="text"><span data-slate-leaf="true"><strong><span data-slate-string="true"><span leaf="">2. 中游:云/数据中心(“卖水人”)</span></span></strong></span></span></h4><ul class="list-paddingleft-1"><li><span data-marker=""></span><span data-slate-node="text"><span data-slate-leaf="true"><strong><span data-slate-string="true"><span leaf="">核心标的</span></span></strong></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">:微软Azure、Google Cloud、阿里云、华为云。</span></span></span></span></li></ul><ul class="list-paddingleft-1"><li><span data-marker=""></span><span data-slate-node="text"><span data-slate-leaf="true"><strong><span data-slate-string="true"><span leaf="">估值逻辑</span></span></strong></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">:&nbsp;</span></span></span></span></li></ul><ul class="list-paddingleft-1"><li><span data-marker=""></span><span data-slate-node="text"><span data-slate-leaf="true"><strong><span data-slate-string="true"><span leaf="">长期合同锁定能力</span></span></strong></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">(如Oracle高密度GPU集群合同)。</span></span></span></span></li></ul><ul class="list-paddingleft-1"><li><span data-marker=""></span><span data-slate-node="text"><span data-slate-leaf="true"><strong><span data-slate-string="true"><span leaf="">单位经济优化</span></span></strong></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">:电力/冷却成本控制、数据中心利用率(稼动率)。</span></span></span></span></li></ul><ul class="list-paddingleft-1"><li><span data-marker=""></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">估值更接近“基础设施+服务”复合体(如Equinix PB 7x)。&nbsp;</span></span></span></span></li></ul><h4 data-slate-node="element" data-block-id="nvXLnsr8z7" data-dir-key="nvXLnsr8z7"><span data-slate-node="text"><span data-slate-leaf="true"><strong><span data-slate-string="true"><span leaf="">3. 下游:AI应用(“订阅+广告”)</span></span></strong></span></span></h4><ul class="list-paddingleft-1"><li><span data-marker=""></span><span data-slate-node="text"><span data-slate-leaf="true"><strong><span data-slate-string="true"><span leaf="">商业化路径</span></span></strong></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">:&nbsp;</span></span></span></span></li></ul><ul class="list-paddingleft-1"><li><span data-marker=""></span><span data-slate-node="text"><span data-slate-leaf="true"><strong><span data-slate-string="true"><span leaf="">订阅制</span></span></strong></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">(ChatGPT Plus、Gemini Advanced)</span></span></span></span></li></ul><ul class="list-paddingleft-1"><li><span data-marker=""></span><span data-slate-node="text"><span data-slate-leaf="true"><strong><span data-slate-string="true"><span leaf="">API按量计费</span></span></strong></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">(输入/输出token分层定价)&nbsp;</span></span></span></span></li></ul><ul class="list-paddingleft-1"><li><span data-marker=""></span><span data-slate-node="text"><span data-slate-leaf="true"><strong><span data-slate-string="true"><span leaf="">广告增收</span></span></strong></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">(Google搜索广告AI优化)</span></span></span></span></li></ul><ul class="list-paddingleft-1"><li><span data-marker=""></span><span data-slate-node="text"><span data-slate-leaf="true"><strong><span data-slate-string="true"><span leaf="">估值锚点</span></span></strong></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">:&nbsp;</span></span></span></span></li></ul><ul class="list-paddingleft-1"><li><span data-marker=""></span><span data-slate-node="text"><span data-slate-leaf="true"><strong><span data-slate-string="true"><span leaf="">用户规模×ARPU×增长率</span></span></strong></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">(如OpenAI 120亿美元预期收入支撑1570亿估值)。&nbsp;</span></span></span></span></li></ul><ul class="list-paddingleft-1"><li><span data-marker=""></span><span data-slate-node="text"><span data-slate-leaf="true"><strong><span data-slate-string="true"><span leaf="">技术迭代溢价</span></span></strong></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">:Gemini每代产品发布拉动谷歌市值增长500-900亿美元。&nbsp;</span></span></span></span></li></ul><hr style="border-style: solid;border-width: 1px 0 0;border-color: rgba(0,0,0,0.1);-webkit-transform-origin: 0 0;-webkit-transform: scale(1, 0.5);transform-origin: 0 0;transform: scale(1, 0.5);" /><p><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-zero-width="z" data-slate-length="0"></span></span></span></p><h3 data-slate-node="element" data-block-id="U-Iz4YHcht" data-dir-key="U-Iz4YHcht"><span data-slate-node="text"><span data-slate-leaf="true"><strong><span data-slate-string="true"><span leaf="">三、中美AI产业对比与中国路径</span></span></strong></span></span></h3><h4 data-slate-node="element" data-block-id="PqhHoFhsIW" data-dir-key="PqhHoFhsIW"><span data-slate-node="text"><span data-slate-leaf="true"><strong><span data-slate-string="true"><span leaf="">中国AI产业特点</span></span></strong></span></span></h4><ol class="list-paddingleft-1" start="1"><li><span data-marker="1."></span><span data-slate-node="text"><span data-slate-leaf="true"><strong><span data-slate-string="true"><span leaf="">分层明显但发展不均衡</span></span></strong></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">:&nbsp;</span></span></span></span></li></ol><ul class="list-paddingleft-1"><li><span data-marker=""></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">上游算力国产替代加速(华为昇腾910B芯片)。</span></span></span></span></li></ul><ul class="list-paddingleft-1"><li><span data-marker=""></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">中游云厂商初步护城河(阿里云、腾讯云资本开支超300亿元)。&nbsp;</span></span></span></span></li></ul><ul class="list-paddingleft-1"><li><span data-marker=""></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">下游垂直应用规模化落地(金融、医疗、教育)。&nbsp;</span></span></span></span></li></ul><ol class="list-paddingleft-1" start="2"><li><span data-marker="2."></span><span data-slate-node="text"><span data-slate-leaf="true"><strong><span data-slate-string="true"><span leaf="">估值逻辑差异化</span></span></strong></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">:&nbsp;</span></span></span></span></li></ol><ul class="list-paddingleft-1"><li><span data-marker=""></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">上游:政策补贴×产能扩张×供给缺口(如中科曙光PS 7.2x)。&nbsp;</span></span></span></span></li></ul><ul class="list-paddingleft-1"><li><span data-marker=""></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">中游:用户数×订阅单价×增长率(科大讯飞PE 172x)。</span></span></span></span></li></ul><ul class="list-paddingleft-1"><li><span data-marker=""></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">下游:行业渗透率×单客价值×可复制性(如医疗AI厂商ROE 5%-15%)。&nbsp;</span></span></span></span></li></ul><h4 data-slate-node="element" data-block-id="WTonPZh1iA" data-dir-key="WTonPZh1iA"><span data-slate-node="text"><span data-slate-leaf="true"><strong><span data-slate-string="true"><span leaf="">A股“AI弄潮儿”筛选因子</span></span></strong></span></span></h4><ol class="list-paddingleft-1" start="1"><li><span data-marker="1."></span><span data-slate-node="text"><span data-slate-leaf="true"><strong><span data-slate-string="true"><span leaf="">数据/算力护城河</span></span></strong></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">:国产GPU替代能力(海光信息)、专有数据集(拓尔思)。</span></span></span></span></li></ol><ol class="list-paddingleft-1" start="2"><li><span data-marker="2."></span><span data-slate-node="text"><span data-slate-leaf="true"><strong><span data-slate-string="true"><span leaf="">变现路径验证</span></span></strong></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">:订阅率(金山办公WPS AI)、API调用量(百度文心)、行业合同(金融IT厂商恒生电子)。</span></span></span></span></li></ol><ol class="list-paddingleft-1" start="3"><li><span data-marker="3."></span><span data-slate-node="text"><span data-slate-leaf="true"><strong><span data-slate-string="true"><span leaf="">政策友好性</span></span></strong></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">:国产化采购(政务AI)、数据安全合规(深信服)。</span></span></span></span></li></ol><ol class="list-paddingleft-1" start="4"><li><span data-marker="4."></span><span data-slate-node="text"><span data-slate-leaf="true"><strong><span data-slate-string="true"><span leaf="">财务指标</span></span></strong></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"><span leaf="">:高ROE(&gt;15%)、资本开支增长匹配收入(避免盲目扩产)。</span></span></span></span></li></ol><section><span leaf=""><br /></span></section><p style="display: none;"><mp-style-type data-value="3"></mp-style-type></p>

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