从大模型、机器人到约会APP：2026年市场给AI定价的标准，全面转向回报率！

华尔街见闻01-13

随着人工智能（AI）投资热潮进入深水区，华尔街的叙事逻辑正发生根本性转变。据摩根士丹利最新发布的2026年互联网行业展望报告，市场对AI技术的定价标准已从单纯的技术突破预期，全面转向对资本回报率（ROIC）的严苛考核，能否将算力转化为实打实的营收与利润，成为决定科技股估值的唯一标尺。据追风交易台，Brian Nowak带领的大摩分析师团队在报告中指出，2026年的市场主题将延续2025年的趋势，...

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Value A Acc SGD","LU0964807845.USD":"ALLIANZ INCOME & GROWTH \"A\" (USD) INC","LU0211328371.USD":"TEMPLETON GLOBAL EQUITY INCOME \"A\" (MDIS) (USD)   INC","BK4598":"佩洛西持仓"},"translate_title":"From large models, robots to dating apps: the market's standard for AI pricing in 2026 will fully shift to the rate of return!","themeId":null,"isJumpTheme":false,"ttsUrl":null,"symbols_score_info":{"GOOGL":1.85,"DASH":1.86,"AMZN":1.91,"META":1.88,"USJW.SI":0.6,"UBER":1.81,"USAW.SI":0.6},"content_text":"随着人工智能（AI）投资热潮进入深水区，华尔街的叙事逻辑正发生根本性转变。据摩根士丹利最新发布的2026年互联网行业展望报告，市场对AI技术的定价标准已从单纯的技术突破预期，全面转向对资本回报率（ROIC）的严苛考核，能否将算力转化为实打实的营收与利润，成为决定科技股估值的唯一标尺。\n据追风交易台，Brian Nowak带领的大摩分析师团队在报告中指出，2026年的市场主题将延续2025年的趋势，即资金将向那些能够证明GenAI或GPU驱动技术带来实质性回报的公司集中。这意味着，只有展现出更快的营收增长、更高的用户参与度以及扩大的每股收益（EPS）和自由现金流（FCF）的企业，才能获得市场的溢价奖励。\n在这一新标准下，摩根士丹利重点看好亚马逊、META和Doordash等能够通过AI实现效率提升和业务扩张的巨头，并预计云服务商（Hyperscalers）将迎来强劲增长。相反，对于面临自动驾驶（AV）或代理（Agentic）技术颠覆性不确定性的细分领域，如网约车、在线旅游及较小的广告平台，市场将给予较低的估值倍数。\n该行在报告中详细列出了将重塑2026年行业格局的“十大辩论”，涵盖了大语言模型（LLM）的演进、AI在实物与机器人领域的应用、搜索格局的变迁以及约会软件的复苏等关键议题，为投资者勾勒出一幅AI技术在实体经济中扩散与货币化的全景图。\n辩论一：大模型“军备竞赛”降温，应用为王\n2026年，前沿模型的参数竞赛将不再是市场的兴奋点。虽然我们仍会看到Grok 5、Claude 5、GPT-6等新模型问世，但投资者的关注点将彻底转向产品化（Productization）和货币化（Monetization）。\n谷歌： 关键在于Gemini模型如何深度整合进搜索、YouTube和云服务中，从而驱动收入增长。\nMeta： 市场在盯着扎克伯格的“超级智能实验室”能否产出SOTA（当前最佳）模型，并将其转化为广告收入和用户粘性。\n亚马逊： AWS的增长是明牌，但更重要的是零售端的AI应用（如Rufus购物助手）能否带来真金白银的销售增量。\n辩论二：GenAI的资本回报率（ROIC）在哪里？\n2025年，市场还在为AI的资本支出（Capex）感到焦虑；到了2026年，市场要求看到回报。大摩预测，2026年将出现GenAI技术在企业端采用率的阶梯式跳跃（从个位数增长到高双位数）。\n云巨头受益：亚马逊AWS、谷歌云 (GCP) 和微软Azure 将迎来比预期更强劲的增长。积压订单的激增预示着企业正在大规模迁移工作负载以适应AI需求。\n扩散效应： 随着电力和算力瓶颈的缓解，AI技术将从科技巨头向更广泛的经济领域扩散。\n投资启示： 寻找那些云业务积压订单加速增长的公司，这是ROIC即将兑现的先行指标。\n辩论三：裁员潮未结束？AI带来的效率红利\n这可能是最残酷但也最利好利润率的趋势。2026年可能是科技巨头利用GenAI大幅提升内部效率、从而显著放缓招聘甚至持续裁员的第一年。\n利润释放： 大摩的模型假设Meta、亚马逊和谷歌的非折旧/非广告运营支出（主要是人力成本）增速将显著下降。\n估值支撑： 如果这些公司能在收入增长的同时控制住人力成本，EPS（每股收益）和FCF（自由现金流）将有巨大的上修空间。\n这意味着，投资者仍需关注科技巨头的运营支出（Opex）指引，效率提升将是支撑高估值的关键支柱。\n辩论四：Agentic Commerce（代理商贸）——电商的终极形态\nAI Agent（智能代理）将彻底改变消费者的购物方式。大摩提出了“5I”框架（库存、基础设施、创新、增量、损益表）来评估谁能赢。\n垂直赢家： 相比于通用的ChatGPT，拥有特定垂直领域数据和交易闭环的玩家（如亚马逊、沃尔玛、Instacart、DoorDash）将率先受益。因为它们拥有消费者的信任和完整的购买历史。\nOTA的危机：在线旅游代理（如Expedia, Booking）面临巨大风险。如果谷歌或OpenAI推出了能够直接规划行程并预订的Agent，OTA的流量入口地位将被削弱，估值体系将重构。\n辩论五：自动驾驶的“奇点”已至\n2026年将是自动驾驶（AV）可用性的拐点。服务覆盖范围将从2025年底的15%城市人口跃升至32%。\nUber和Lyft的命运： 市场担心AV会颠覆网约车，但大摩认为这种担忧被夸大了。AV不仅不会杀死Uber，反而会通过降低每英里成本（Cost Per Mile）来扩大整个出行市场。\n关键指标： 关注Waymo和Tesla在恶劣天气（如雪地）和机场场景的落地情况，这是技术成熟的标志。\n大摩认为，自动驾驶不是网约车的末日，而是成本优化的助推器。Uber依然是大摩首选。\n辩论六：具身智能—— 亚马逊的隐形王牌\n当大家还在讨论聊天机器人时，巨头们已经开始布局“物理AI”——即AI与机器人、硬件的结合。\n亚马逊的机器人仓库： 亚马逊计划到2027年增加约40个下一代机器人仓库。这不仅仅是自动化，而是通过AI优化物流路径和库存管理。据测算，这能带来20亿至40亿美元以上的经常性成本节约。\n无人配送： Uber和DoorDash正在构建无人机和自动配送机器人生态，这将直接削减昂贵的人力配送成本。\n大摩认为，投资者应该关注那些能用AI解决“搬箱子”和“送外卖”问题的公司，实体的效率提升比虚拟的聊天更具护城河。\n辩论七：在线杂货的AI革命\n美国线下杂货市场规模高达1.4万亿美元（trillion），是AI Agent最大的潜在金矿。\n高频刚需： 杂货购物极其繁琐且个性化，非常适合AI Agent介入（例如：“帮我按上周的清单买，但把牛奶换成燕麦奶”）。\n赢家通吃： 亚马逊（Fresh）、Instacart (CART) 和 DoorDash (DASH) 处于有利位置。特别是亚马逊，其在生鲜领域的加速推进和费用改革，可能成为下一个盈利增长点。\n辩论八：搜索的未来与ChatGPT的广告\n搜索并没有死，只是在进化。\n查询量激增： AI搜索引擎的出现实际上扩大了整个查询市场（TAM）。大摩预测2023-2026年搜索量复合增速将达14%。\n谷歌的护城河： 调查显示，在商业类查询上，谷歌的Gemini相比ChatGPT仍略占优势。\nChatGPT的广告： 随着ChatGPT开始引入广告，它将首先冲击那些效果不明显、实验性质的广告预算（如Pinterest, Snap），而不是谷歌的核心搜索广告。\n辩论九：游戏制作的AI革命\n“世界模型”（World Models）正在改变游戏开发。\n降本增效： AI生成视频和互动内容将大幅降低游戏制作门槛和成本。\n受损者与受益者： 这一趋势长期利好拥有云算力和AI工具的巨头（亚马逊、谷歌），但对于像Unity (U) 和 Roblox (RBLX) 这样的工具提供商，既是机遇也是颠覆风险。\n值得注意的是，游戏行业的AI变革尚在早期，关注能够提供底层算力和生成式工具的“卖铲人”。\n辩论十：约会软件的救赎\n在线约会行业经历了数年的用户增长停滞，2026年或许是转机。\nAI红娘： 约会软件Tinder和Bumble正在利用GenAI改进匹配算法，减少用户的“刷屏疲劳”。\n估值修复： Tinder母公司Match Group和Bumble的估值已经极低。如果AI能成功改善用户体验并重启增长，这两家公司将迎来巨大的估值修复。","kind":"highlight","is_publish_news":true,"is_publish_highlight":false,"is_publish_live":false,"is_publish_wemedia":null,"editions":null,"column":"","sentiment":"0","news_tag":"","news_rank":0,"symbols":[],"gpt_button":0,"need_auth":false,"code":"91000000","status":"200"},"commentList":[],"isCommentEnd":true,"newsSizeData":{"likeSize":0,"commentSize":0,"repostSize":0,"favoriteSize":1,"likeStatus":false,"favoriteStatus":false},"APP":{"userAgent":"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)","isDev":false,"isTTM":false,"tenantId":"TBCN","deviceId":"web-server-community-laohu8-v3","version":"4.36.2","shortVersion":"4.36.2","platform":"web","vendor":"web","appName":"laohu8","isIOS":false,"isAndroid":false,"isTiger":false,"isTHS":false,"isWeiXin":false,"isWeiXinMini":false,"isWeiBo":false,"isQQ":false,"isBaiduSwan":false,"isBaiduBox":false,"isDingTalk":false,"isToutiao":false,"isOnePlus":false,"isHuaWei":false,"isXiaomi":false,"isXiaomiWebView":false,"isOppo":false,"isVivo":false,"isSamsung":false,"isMobile":false},"href":"/m/news/2603843436","isCrawlerRequest":true}