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2025年AI市场大变局:Anthropic超越OpenAI,企业级LLM进入新纪元

发布于 2025-08-16

<h2 style="margin: 24px 0px 8px;padding: 0px;border: 0px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 600;font-size: 22px;line-height: 1.25;font-family: &quot;PingFang SC&quot;, -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Ubuntu, &quot;Helvetica Neue&quot;, Helvetica, Arial, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, &quot;Source Han Sans CN&quot;, sans-serif;vertical-align: baseline;color: rgba(0, 0, 0, 0.9);letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(252, 252, 252);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;" data-pm-slice="0 0 []"><span leaf="">一、市场格局剧变:Anthropic登顶企业LLM王座</span></h2><p style="margin-top: 8px;margin-bottom: 12px;padding: 0px;border: 0px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-numeric: inherit;font-variant-east-asian: inherit;font-variant-alternates: inherit;font-variant-position: inherit;font-weight: 400;font-stretch: inherit;font-size: 16px;line-height: 1.75;font-family: &quot;PingFang SC&quot;, -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Ubuntu, &quot;Helvetica Neue&quot;, Helvetica, Arial, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, &quot;Source Han Sans CN&quot;, sans-serif;font-optical-sizing: inherit;font-size-adjust: inherit;font-kerning: inherit;font-feature-settings: inherit;font-variation-settings: inherit;vertical-align: baseline;word-break: break-word;overflow-wrap: break-word;color: rgba(0, 0, 0, 0.9);letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(252, 252, 252);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span leaf="">2025年的人工智能市场正在经历一场深刻的洗牌。根据Menlo Ventures最新发布的《2025年年中LLM市场更新》报告,企业级大语言模型(LLM)的市场格局发生了戏剧性变化——Anthropic以32%的市场份额超越OpenAI(25%),成为新的行业领导者。</span></p><section nodeleaf=""><img class="rich_pages wxw-img" data-imgfileid="100041945" data-src="https://mmbiz.qpic.cn/sz_mmbiz_png/VXjHib6YROwnDJjsSMhdYqWXNXOAgjCicHIXjlWVgOCTv0icZNLTW5aSbK0siaCS7WWJI9iavCdicHuzBtENv5hPFYHg/640?wx_fmt=png&amp;from=appmsg" data-type="png" style="margin: 0px;padding: 0px;border: 0px;font: inherit;vertical-align: baseline;max-width: 360px;border-radius: 4px;min-width: auto;min-height: auto;max-height: 320px;cursor: pointer;display: block;object-fit: cover;height: auto;" /></section><p style="margin-top: 8px;margin-bottom: 12px;padding: 0px;border: 0px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-numeric: inherit;font-variant-east-asian: inherit;font-variant-alternates: inherit;font-variant-position: inherit;font-weight: 400;font-stretch: inherit;font-size: 16px;line-height: 1.75;font-family: &quot;PingFang SC&quot;, -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Ubuntu, &quot;Helvetica Neue&quot;, Helvetica, Arial, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, &quot;Source Han Sans CN&quot;, sans-serif;font-optical-sizing: inherit;font-size-adjust: inherit;font-kerning: inherit;font-feature-settings: inherit;font-variation-settings: inherit;vertical-align: baseline;word-break: break-word;overflow-wrap: break-word;color: rgba(0, 0, 0, 0.9);letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(252, 252, 252);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span leaf="">这一转变令人瞩目,因为在2023年底,OpenAI还牢牢占据着企业LLM市场50%的份额。短短两年间,其市场份额已腰斩至25%。而谷歌则以20%的份额紧随其后,展现出强劲的增长势头。Meta的Llama系列占据9%,中国公司DeepSeek尽管年初高调发布,但目前仅占1%。</span></p><p style="margin-top: 8px;margin-bottom: 12px;padding: 0px;border: 0px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-numeric: inherit;font-variant-east-asian: inherit;font-variant-alternates: inherit;font-variant-position: inherit;font-weight: 400;font-stretch: inherit;font-size: 16px;line-height: 1.75;font-family: &quot;PingFang SC&quot;, -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Ubuntu, &quot;Helvetica Neue&quot;, Helvetica, Arial, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, &quot;Source Han Sans CN&quot;, sans-serif;font-optical-sizing: inherit;font-size-adjust: inherit;font-kerning: inherit;font-feature-settings: inherit;font-variation-settings: inherit;vertical-align: baseline;word-break: break-word;overflow-wrap: break-word;color: rgba(0, 0, 0, 0.9);letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(252, 252, 252);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span leaf="">Anthropic的崛起始于2024年6月发布的Claude Sonnet 3.5,随后在2025年2月推出的Claude Sonnet 3.7进一步加速了这一进程——这款产品首次展示了"代理优先"(agent-first)LLM的雏形。到2025年5月,Claude Sonnet 4、Opus 4和Claude Code的发布彻底巩固了Anthropic的领先地位。</span></p><h2 style="margin: 24px 0px 16px;padding: 0px;border: 0px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 600;font-size: 22px;line-height: 1.25;font-family: &quot;PingFang SC&quot;, -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Ubuntu, &quot;Helvetica Neue&quot;, Helvetica, Arial, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, &quot;Source Han Sans CN&quot;, sans-serif;vertical-align: baseline;color: rgba(0, 0, 0, 0.9);letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(252, 252, 252);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span leaf="">二、三大关键趋势重塑AI产业</span></h2><h3 style="margin: 16px 0px 8px;padding: 0px;border: 0px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-numeric: inherit;font-variant-east-asian: inherit;font-variant-alternates: inherit;font-variant-position: inherit;font-weight: 600;font-stretch: inherit;font-size: 20px;line-height: 1.5;font-family: &quot;PingFang SC&quot;, -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Ubuntu, &quot;Helvetica Neue&quot;, Helvetica, Arial, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, &quot;Source Han Sans CN&quot;, sans-serif;font-optical-sizing: inherit;font-size-adjust: inherit;font-kerning: inherit;font-feature-settings: inherit;font-variation-settings: inherit;vertical-align: baseline;color: rgba(0, 0, 0, 0.9);letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(252, 252, 252);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span leaf="">1. 代码生成:AI的第一个"杀手级应用"</span></h3><p style="margin-top: 8px;margin-bottom: 12px;padding: 0px;border: 0px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-numeric: inherit;font-variant-east-asian: inherit;font-variant-alternates: inherit;font-variant-position: inherit;font-weight: 400;font-stretch: inherit;font-size: 16px;line-height: 1.75;font-family: &quot;PingFang SC&quot;, -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Ubuntu, &quot;Helvetica Neue&quot;, Helvetica, Arial, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, &quot;Source Han Sans CN&quot;, sans-serif;font-optical-sizing: inherit;font-size-adjust: inherit;font-kerning: inherit;font-feature-settings: inherit;font-variation-settings: inherit;vertical-align: baseline;word-break: break-word;overflow-wrap: break-word;color: rgba(0, 0, 0, 0.9);letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(252, 252, 252);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span leaf="">Claude迅速成为开发者代码生成的首选工具,以42%的市场份额遥遥领先于OpenAI的21%。在短短一年内,Claude帮助将原本单一的产品领域(GitHub Copilot)转变为价值19亿美元的庞大生态系统。</span></p><p style="margin-top: 8px;margin-bottom: 12px;padding: 0px;border: 0px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-numeric: inherit;font-variant-east-asian: inherit;font-variant-alternates: inherit;font-variant-position: inherit;font-weight: 400;font-stretch: inherit;font-size: 16px;line-height: 1.75;font-family: &quot;PingFang SC&quot;, -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Ubuntu, &quot;Helvetica Neue&quot;, Helvetica, Arial, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, &quot;Source Han Sans CN&quot;, sans-serif;font-optical-sizing: inherit;font-size-adjust: inherit;font-kerning: inherit;font-feature-settings: inherit;font-variation-settings: inherit;vertical-align: baseline;word-break: break-word;overflow-wrap: break-word;color: rgba(0, 0, 0, 0.9);letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(252, 252, 252);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span leaf="">2024年6月发布的Claude Sonnet 3.5展示了模型层突破如何推动应用市场发展,催生了AI集成开发环境(Cursor、Windsurf)、应用构建器(Lovable、Bolt、Replit)以及企业编码代理(Claude Code、All Hands)等全新产品类别。</span></p><h3 style="margin: 24px 0px 8px;padding: 0px;border: 0px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-numeric: inherit;font-variant-east-asian: inherit;font-variant-alternates: inherit;font-variant-position: inherit;font-weight: 600;font-stretch: inherit;font-size: 20px;line-height: 1.5;font-family: &quot;PingFang SC&quot;, -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Ubuntu, &quot;Helvetica Neue&quot;, Helvetica, Arial, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, &quot;Source Han Sans CN&quot;, sans-serif;font-optical-sizing: inherit;font-size-adjust: inherit;font-kerning: inherit;font-feature-settings: inherit;font-variation-settings: inherit;vertical-align: baseline;color: rgba(0, 0, 0, 0.9);letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(252, 252, 252);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span leaf="">2. 强化学习+验证器:智能扩展的新路径</span></h3><p style="margin-top: 8px;margin-bottom: 12px;padding: 0px;border: 0px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-numeric: inherit;font-variant-east-asian: inherit;font-variant-alternates: inherit;font-variant-position: inherit;font-weight: 400;font-stretch: inherit;font-size: 16px;line-height: 1.75;font-family: &quot;PingFang SC&quot;, -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Ubuntu, &quot;Helvetica Neue&quot;, Helvetica, Arial, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, &quot;Source Han Sans CN&quot;, sans-serif;font-optical-sizing: inherit;font-size-adjust: inherit;font-kerning: inherit;font-feature-settings: inherit;font-variation-settings: inherit;vertical-align: baseline;word-break: break-word;overflow-wrap: break-word;color: rgba(0, 0, 0, 0.9);letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(252, 252, 252);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span leaf="">2024年,扩展智能的主要方式是通过预训练越来越大的模型和使用更多数据。但随着互联网数据规模成为限制因素,使用具有可验证奖励的强化学习(RLVR)进行后训练成为新的突破点。这一策略在编码等领域尤为有效,因为这些领域更容易进行确定性验证。</span></p><h3 style="margin: 24px 0px 8px;padding: 0px;border: 0px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-numeric: inherit;font-variant-east-asian: inherit;font-variant-alternates: inherit;font-variant-position: inherit;font-weight: 600;font-stretch: inherit;font-size: 20px;line-height: 1.5;font-family: &quot;PingFang SC&quot;, -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Ubuntu, &quot;Helvetica Neue&quot;, Helvetica, Arial, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, &quot;Source Han Sans CN&quot;, sans-serif;font-optical-sizing: inherit;font-size-adjust: inherit;font-kerning: inherit;font-feature-settings: inherit;font-variation-settings: inherit;vertical-align: baseline;color: rgba(0, 0, 0, 0.9);letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(252, 252, 252);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span leaf="">3. AI代理:2025年的主题词</span></h3><p style="margin-top: 8px;margin-bottom: 12px;padding: 0px;border: 0px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-numeric: inherit;font-variant-east-asian: inherit;font-variant-alternates: inherit;font-variant-position: inherit;font-weight: 400;font-stretch: inherit;font-size: 16px;line-height: 1.75;font-family: &quot;PingFang SC&quot;, -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Ubuntu, &quot;Helvetica Neue&quot;, Helvetica, Arial, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, &quot;Source Han Sans CN&quot;, sans-serif;font-optical-sizing: inherit;font-size-adjust: inherit;font-kerning: inherit;font-feature-settings: inherit;font-variation-settings: inherit;vertical-align: baseline;word-break: break-word;overflow-wrap: break-word;color: rgba(0, 0, 0, 0.9);letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(252, 252, 252);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span leaf="">LLMs最初被设计为在单次响应中提供完整答案。但将其训练为"代理"(agent),使其能够逐步思考、推理问题并在多次交互中使用外部工具,显著提升了实际应用效果。2025年因此被称为"代理之年"。</span></p><p style="margin-top: 8px;margin-bottom: 12px;padding: 0px;border: 0px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-numeric: inherit;font-variant-east-asian: inherit;font-variant-alternates: inherit;font-variant-position: inherit;font-weight: 400;font-stretch: inherit;font-size: 16px;line-height: 1.75;font-family: &quot;PingFang SC&quot;, -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Ubuntu, &quot;Helvetica Neue&quot;, Helvetica, Arial, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, &quot;Source Han Sans CN&quot;, sans-serif;font-optical-sizing: inherit;font-size-adjust: inherit;font-kerning: inherit;font-feature-settings: inherit;font-variation-settings: inherit;vertical-align: baseline;word-break: break-word;overflow-wrap: break-word;color: rgba(0, 0, 0, 0.9);letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(252, 252, 252);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span leaf="">Anthropic率先通过MCP(model context protocol)训练模型迭代改进响应,并整合搜索、计算器、编码环境等工具,大幅提升了模型能力和用户采纳率。数据显示,在Claude 4发布一个月内,其就占据了Anthropic用户群的45%,而Sonnet 3.5的份额则从83%骤降至16%。</span></p><section nodeleaf=""><img class="rich_pages wxw-img" data-imgfileid="100041943" data-src="https://mmbiz.qpic.cn/sz_mmbiz_png/VXjHib6YROwnDJjsSMhdYqWXNXOAgjCicHm1JqaeuN84b6csWrwPib7vtF8QRgenTC1swLl5DkXUKr5Z1OaQ6lXHg/640?wx_fmt=png&amp;from=appmsg" data-type="png" style="margin: 0px;padding: 0px;border: 0px;font: inherit;vertical-align: baseline;max-width: 360px;border-radius: 4px;min-width: auto;min-height: auto;max-height: 320px;cursor: pointer;display: block;object-fit: cover;height: auto;" /></section><h2 style="margin: 24px 0px 8px;padding: 0px;border: 0px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 600;font-size: 22px;line-height: 1.25;font-family: &quot;PingFang SC&quot;, -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Ubuntu, &quot;Helvetica Neue&quot;, Helvetica, Arial, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, &quot;Source Han Sans CN&quot;, sans-serif;vertical-align: baseline;color: rgba(0, 0, 0, 0.9);letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(252, 252, 252);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span leaf="">三、开源模型:优势与挑战并存</span></h2><p style="margin-top: 8px;margin-bottom: 12px;padding: 0px;border: 0px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-numeric: inherit;font-variant-east-asian: inherit;font-variant-alternates: inherit;font-variant-position: inherit;font-weight: 400;font-stretch: inherit;font-size: 16px;line-height: 1.75;font-family: &quot;PingFang SC&quot;, -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Ubuntu, &quot;Helvetica Neue&quot;, Helvetica, Arial, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, &quot;Source Han Sans CN&quot;, sans-serif;font-optical-sizing: inherit;font-size-adjust: inherit;font-kerning: inherit;font-feature-settings: inherit;font-variation-settings: inherit;vertical-align: baseline;word-break: break-word;overflow-wrap: break-word;color: rgba(0, 0, 0, 0.9);letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(252, 252, 252);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span leaf="">目前仅有13%的AI工作负载使用开源模型,较六个月前的19%有所下降。Meta的Llama系列仍是开源领域的领导者,尽管4月份发布的Llama 4在实际应用中表现平平。</span></p><p style="margin-top: 8px;margin-bottom: 12px;padding: 0px;border: 0px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-numeric: inherit;font-variant-east-asian: inherit;font-variant-alternates: inherit;font-variant-position: inherit;font-weight: 400;font-stretch: inherit;font-size: 16px;line-height: 1.75;font-family: &quot;PingFang SC&quot;, -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Ubuntu, &quot;Helvetica Neue&quot;, Helvetica, Arial, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, &quot;Source Han Sans CN&quot;, sans-serif;font-optical-sizing: inherit;font-size-adjust: inherit;font-kerning: inherit;font-feature-settings: inherit;font-variation-settings: inherit;vertical-align: baseline;word-break: break-word;overflow-wrap: break-word;color: rgba(0, 0, 0, 0.9);letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(252, 252, 252);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span leaf="">过去六个月中,DeepSeek(V3,R1)、字节跳动Seed(Doubao)、Minimax(Text 1)、阿里巴巴(Qwen 3)、月之暗面(Kimi K2)和ZAI(GLM 4.5)等都有显著发布。这些模型都可以通过OpenRouter的单一API进行试用。</span></p><p style="margin-top: 8px;margin-bottom: 12px;padding: 0px;border: 0px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-numeric: inherit;font-variant-east-asian: inherit;font-variant-alternates: inherit;font-variant-position: inherit;font-weight: 400;font-stretch: inherit;font-size: 16px;line-height: 1.75;font-family: &quot;PingFang SC&quot;, -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Ubuntu, &quot;Helvetica Neue&quot;, Helvetica, Arial, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, &quot;Source Han Sans CN&quot;, sans-serif;font-optical-sizing: inherit;font-size-adjust: inherit;font-kerning: inherit;font-feature-settings: inherit;font-variation-settings: inherit;vertical-align: baseline;word-break: break-word;overflow-wrap: break-word;color: rgba(0, 0, 0, 0.9);letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(252, 252, 252);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span leaf="">开源模型确实为企业提供了明显优势:更高的定制化潜力、潜在的成本节约,以及能够在私有云或本地环境中部署的能力。然而,性能差距(开源模型落后前沿闭源模型9-12个月)、部署的技术复杂性,以及企业对中国公司API的谨慎态度(许多近期表现优异的开源模型来自中国公司),共同导致了开源市场份额的停滞。</span></p><h2 style="margin: 24px 0px 8px;padding: 0px;border: 0px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 600;font-size: 22px;line-height: 1.25;font-family: &quot;PingFang SC&quot;, -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Ubuntu, &quot;Helvetica Neue&quot;, Helvetica, Arial, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, &quot;Source Han Sans CN&quot;, sans-serif;vertical-align: baseline;color: rgba(0, 0, 0, 0.9);letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(252, 252, 252);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span leaf="">四、企业选择模型的真相:性能至上</span></h2><p style="margin-top: 8px;margin-bottom: 12px;padding: 0px;border: 0px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-numeric: inherit;font-variant-east-asian: inherit;font-variant-alternates: inherit;font-variant-position: inherit;font-weight: 400;font-stretch: inherit;font-size: 16px;line-height: 1.75;font-family: &quot;PingFang SC&quot;, -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Ubuntu, &quot;Helvetica Neue&quot;, Helvetica, Arial, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, &quot;Source Han Sans CN&quot;, sans-serif;font-optical-sizing: inherit;font-size-adjust: inherit;font-kerning: inherit;font-feature-settings: inherit;font-variation-settings: inherit;vertical-align: baseline;word-break: break-word;overflow-wrap: break-word;color: rgba(0, 0, 0, 0.9);letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(252, 252, 252);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span leaf="">数据显示,在供应商之间切换变得越来越少见。66%的开发者选择在现有供应商处升级模型,23%的开发者过去一年完全没有更换模型,只有11%的开发者更换了供应商。</span></p><p style="margin-top: 8px;margin-bottom: 12px;padding: 0px;border: 0px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-numeric: inherit;font-variant-east-asian: inherit;font-variant-alternates: inherit;font-variant-position: inherit;font-weight: 400;font-stretch: inherit;font-size: 16px;line-height: 1.75;font-family: &quot;PingFang SC&quot;, -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Ubuntu, &quot;Helvetica Neue&quot;, Helvetica, Arial, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, &quot;Source Han Sans CN&quot;, sans-serif;font-optical-sizing: inherit;font-size-adjust: inherit;font-kerning: inherit;font-feature-settings: inherit;font-variation-settings: inherit;vertical-align: baseline;word-break: break-word;overflow-wrap: break-word;color: rgba(0, 0, 0, 0.9);letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(252, 252, 252);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span leaf="">这一现象揭示了一个关键洞察:企业更换模型是为了性能,而非价格。开发者始终选择前沿模型,而非更便宜、更快的替代品。他们优先考虑性能并愿意为之付费。这创造了一个有趣的市场动态:即使单个模型价格下降10倍,开发者也不会通过使用旧模型来节省成本,而是集体转向表现最好的新模型。</span></p><h2 style="margin: 24px 0px 8px;padding: 0px;border: 0px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 600;font-size: 22px;line-height: 1.25;font-family: &quot;PingFang SC&quot;, -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Ubuntu, &quot;Helvetica Neue&quot;, Helvetica, Arial, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, &quot;Source Han Sans CN&quot;, sans-serif;vertical-align: baseline;color: rgba(0, 0, 0, 0.9);letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(252, 252, 252);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span leaf="">五、AI支出转向:从训练到推理的深刻变革</span></h2><p style="margin-top: 8px;margin-bottom: 12px;padding: 0px;border: 0px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-numeric: inherit;font-variant-east-asian: inherit;font-variant-alternates: inherit;font-variant-position: inherit;font-weight: 400;font-stretch: inherit;font-size: 16px;line-height: 1.75;font-family: &quot;PingFang SC&quot;, -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Ubuntu, &quot;Helvetica Neue&quot;, Helvetica, Arial, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, &quot;Source Han Sans CN&quot;, sans-serif;font-optical-sizing: inherit;font-size-adjust: inherit;font-kerning: inherit;font-feature-settings: inherit;font-variation-settings: inherit;vertical-align: baseline;word-break: break-word;overflow-wrap: break-word;color: rgba(0, 0, 0, 0.9);letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(252, 252, 252);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span leaf="">计算支出正从模型构建和训练稳步转向推理(模型在生产环境中的实际运行)。这一转变在初创公司中最为显著:74%的开发者表示大部分工作负载是推理任务(一年前为48%)。大型企业也紧随其后,49%的企业报告大部分或几乎全部计算资源用于推理(去年为29%)。</span></p><section nodeleaf=""><img class="rich_pages wxw-img" data-imgfileid="100041944" data-src="https://mmbiz.qpic.cn/sz_mmbiz_png/VXjHib6YROwnDJjsSMhdYqWXNXOAgjCicHpdMPtaFxfKgdXyibficktMqfiaicbYSU4Iic6NqfpxjonB38fTTLdRRJjXA/640?wx_fmt=png&amp;from=appmsg" data-type="png" style="margin: 0px;padding: 0px;border: 0px;font: inherit;vertical-align: baseline;max-width: 360px;border-radius: 4px;min-width: auto;min-height: auto;max-height: 320px;cursor: pointer;display: block;object-fit: cover;height: auto;" /></section><h2 style="margin: 24px 0px 8px;padding: 0px;border: 0px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 600;font-size: 22px;line-height: 1.25;font-family: &quot;PingFang SC&quot;, -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Ubuntu, &quot;Helvetica Neue&quot;, Helvetica, Arial, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, &quot;Source Han Sans CN&quot;, sans-serif;vertical-align: baseline;color: rgba(0, 0, 0, 0.9);letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(252, 252, 252);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span leaf="">六、未来展望:基础模型重塑计算未来</span></h2><p style="margin-top: 8px;margin-bottom: 12px;padding: 0px;border: 0px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-numeric: inherit;font-variant-east-asian: inherit;font-variant-alternates: inherit;font-variant-position: inherit;font-weight: 400;font-stretch: inherit;font-size: 16px;line-height: 1.75;font-family: &quot;PingFang SC&quot;, -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Ubuntu, &quot;Helvetica Neue&quot;, Helvetica, Arial, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, &quot;Source Han Sans CN&quot;, sans-serif;font-optical-sizing: inherit;font-size-adjust: inherit;font-kerning: inherit;font-feature-settings: inherit;font-variation-settings: inherit;vertical-align: baseline;word-break: break-word;overflow-wrap: break-word;color: rgba(0, 0, 0, 0.9);letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(252, 252, 252);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span leaf="">预测AI未来充满挑战,市场每周都在变化——新模型发布、基础能力进步、成本急剧下降。但有一点已经明确:条件已经成熟,可以在当前的基础构建块上建立新一代持久的AI企业。</span></p><p style="margin-top: 8px;margin-bottom: 8px;padding: 0px;border: 0px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-numeric: inherit;font-variant-east-asian: inherit;font-variant-alternates: inherit;font-variant-position: inherit;font-weight: 400;font-stretch: inherit;font-size: 16px;line-height: 1.75;font-family: &quot;PingFang SC&quot;, -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Ubuntu, &quot;Helvetica Neue&quot;, Helvetica, Arial, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, &quot;Source Han Sans CN&quot;, sans-serif;font-optical-sizing: inherit;font-size-adjust: inherit;font-kerning: inherit;font-feature-settings: inherit;font-variation-settings: inherit;vertical-align: baseline;word-break: break-word;overflow-wrap: break-word;color: rgba(0, 0, 0, 0.9);letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(252, 252, 252);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span leaf="">基础模型不仅驱动生成式AI,更在塑造计算的未来。随着其能力和经济性的演变,基于它们构建的系统、应用和行业也将随之发展。正如Menlo Ventures报告所指出的,六个月前尚未解答的几个关键问题现在已经有了更清晰的答案:</span></p><ul style="margin: 8px 0px 16px;padding: 0px 0px 0px 16px;border: 0px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-numeric: inherit;font-variant-east-asian: inherit;font-variant-alternates: inherit;font-variant-position: inherit;font-weight: 400;font-stretch: inherit;font-size: 16px;line-height: inherit;font-family: &quot;PingFang SC&quot;, -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Ubuntu, &quot;Helvetica Neue&quot;, Helvetica, Arial, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, &quot;Source Han Sans CN&quot;, sans-serif;font-optical-sizing: inherit;font-size-adjust: inherit;font-kerning: inherit;font-feature-settings: inherit;font-variation-settings: inherit;vertical-align: baseline;list-style: disc;text-align: left;color: rgba(0, 0, 0, 0.9);letter-spacing: normal;orphans: 2;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(252, 252, 252);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;" class="list-paddingleft-1"><li style="margin: 0px 0px 4px 4px;padding: 0px;border: 0px;font: inherit;vertical-align: baseline;word-break: break-word;overflow-wrap: break-word;"><section><span leaf="">LLM API需求不仅跟上了消费者应用的增长,更推动了一个84亿美元的市场(六个月前为35亿美元)</span></section></li><li style="margin: 4px 0px 4px 4px;padding: 0px;border: 0px;font: inherit;vertical-align: baseline;word-break: break-word;overflow-wrap: break-word;"><section><span leaf="">模型智能的提升速度超出预期,特别是通过强化学习与验证器的新方法</span></section></li><li style="margin: 4px 0px 4px 4px;padding: 0px;border: 0px;font: inherit;vertical-align: baseline;word-break: break-word;overflow-wrap: break-word;"><section><span leaf="">开源模型尚未在性能上赶上闭源前沿模型,导致企业采用趋于平稳</span></section></li><li style="margin: 4px 0px 0px 4px;padding: 0px;border: 0px;font: inherit;vertical-align: baseline;word-break: break-word;overflow-wrap: break-word;"><section><span leaf="">长期价值正在向少数高性能闭源模型集中,形成了新的市场格局</span></section></li></ul><h2 style="margin: 24px 0px 8px;padding: 0px;border: 0px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 600;font-size: 22px;line-height: 1.25;font-family: &quot;PingFang SC&quot;, -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Ubuntu, &quot;Helvetica Neue&quot;, Helvetica, Arial, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, &quot;Source Han Sans CN&quot;, sans-serif;vertical-align: baseline;color: rgba(0, 0, 0, 0.9);letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(252, 252, 252);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span leaf="">七、给投资者的启示</span></h2><ol style="margin: 8px 0px 16px;padding: 0px 0px 0px 16px;border: 0px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-numeric: inherit;font-variant-east-asian: inherit;font-variant-alternates: inherit;font-variant-position: inherit;font-weight: 400;font-stretch: inherit;font-size: 16px;line-height: inherit;font-family: &quot;PingFang SC&quot;, -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Ubuntu, &quot;Helvetica Neue&quot;, Helvetica, Arial, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, &quot;Source Han Sans CN&quot;, sans-serif;font-optical-sizing: inherit;font-size-adjust: inherit;font-kerning: inherit;font-feature-settings: inherit;font-variation-settings: inherit;vertical-align: baseline;list-style: decimal;text-align: left;color: rgba(0, 0, 0, 0.9);letter-spacing: normal;orphans: 2;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(252, 252, 252);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;" class="list-paddingleft-1"><li style="margin: 0px 0px 4px 4px;padding: 0px;border: 0px;font: inherit;vertical-align: baseline;word-break: break-word;overflow-wrap: break-word;"><strong style="margin: 0px;padding: 0px;border: 0px;font-style: inherit;font-variant: inherit;font-weight: 600;font-stretch: inherit;font-size: inherit;line-height: inherit;font-family: inherit;font-optical-sizing: inherit;font-size-adjust: inherit;font-kerning: inherit;font-feature-settings: inherit;font-variation-settings: inherit;vertical-align: baseline;"><span leaf="">关注垂直领域领导者</span></strong><section><span leaf="">Anthropic在代码生成等专业领域的突破展示了垂直化能力的重要性</span></section></li><li style="margin: 4px 0px 4px 4px;padding: 0px;border: 0px;font: inherit;vertical-align: baseline;word-break: break-word;overflow-wrap: break-word;"><strong style="margin: 0px;padding: 0px;border: 0px;font-style: inherit;font-variant: inherit;font-weight: 600;font-stretch: inherit;font-size: inherit;line-height: inherit;font-family: inherit;font-optical-sizing: inherit;font-size-adjust: inherit;font-kerning: inherit;font-feature-settings: inherit;font-variation-settings: inherit;vertical-align: baseline;"><span leaf="">代理技术是下一个风口</span></strong><section><span leaf="">能够逐步思考、使用工具的AI代理将创造最大价值</span></section></li><li style="margin: 4px 0px 4px 4px;padding: 0px;border: 0px;font: inherit;vertical-align: baseline;word-break: break-word;overflow-wrap: break-word;"><strong style="margin: 0px;padding: 0px;border: 0px;font-style: inherit;font-variant: inherit;font-weight: 600;font-stretch: inherit;font-size: inherit;line-height: inherit;font-family: inherit;font-optical-sizing: inherit;font-size-adjust: inherit;font-kerning: inherit;font-feature-settings: inherit;font-variation-settings: inherit;vertical-align: baseline;"><span leaf="">基础设施投资机会</span></strong><section><span leaf="">随着支出转向推理,相关基础设施公司将受益</span></section></li><li style="margin: 4px 0px 0px 4px;padding: 0px;border: 0px;font: inherit;vertical-align: baseline;word-break: break-word;overflow-wrap: break-word;"><strong style="margin: 0px;padding: 0px;border: 0px;font-style: inherit;font-variant: inherit;font-weight: 600;font-stretch: inherit;font-size: inherit;line-height: inherit;font-family: inherit;font-optical-sizing: inherit;font-size-adjust: inherit;font-kerning: inherit;font-feature-settings: inherit;font-variation-settings: inherit;vertical-align: baseline;"><span leaf="">性能壁垒是关键</span></strong><section><span leaf="">闭源模型在性能上的持续领先将维持其市场主导地位</span></section></li></ol><p style="margin-top: 8px;margin-bottom: 0px;padding: 0px;border: 0px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-numeric: inherit;font-variant-east-asian: inherit;font-variant-alternates: inherit;font-variant-position: inherit;font-weight: 400;font-stretch: inherit;font-size: 16px;line-height: 1.75;font-family: &quot;PingFang SC&quot;, -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Ubuntu, &quot;Helvetica Neue&quot;, Helvetica, Arial, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, &quot;Source Han Sans CN&quot;, sans-serif;font-optical-sizing: inherit;font-size-adjust: inherit;font-kerning: inherit;font-feature-settings: inherit;font-variation-settings: inherit;vertical-align: baseline;word-break: break-word;overflow-wrap: break-word;color: rgba(0, 0, 0, 0.9);letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(252, 252, 252);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span leaf="">在这个快速变化的市场中,唯一不变的是变化本身。但可以确定的是,基础模型正在重塑整个科技产业的面貌,而抓住这一波浪潮的企业将定义AI时代的未来格局。</span></p><section><span leaf=""><br /></span></section><p style="display: none;"><mp-style-type data-value="3"></mp-style-type></p>

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