随着AI成为企业必备工具，构建专属算力基础设施成为趋势。越来越多企业选择自建本地AI工作站，而非依赖云端API，主要出于数据安全、成本控制和业务稳定性的考量。自建硬件投入通常可在1.5至2.5年内收回成本，经济性优势明显。企业需根据任务复杂度匹配不同规模的算力方案。
谷歌Gemini大模型通过快速迭代，推动其AI云业务盈利轨迹扭转。Gemini API调用量半年增长超140%，企业级采纳加速，标志商业模式转折点。
光云科技澄清AI业务布局，公司仅接入第三方大模型，未自主研发底层技术，AI产品收入占比小，尚未形成规模回报。
腾讯云报告显示，金融行业AI大模型已从概念验证迈向规模化应用，与多家头部机构合作覆盖超100个真实业务场景，涉及投研、风控、客服等核心领域，标志着金融AI进入深度落地阶段。
Anthropic
$7
Input tokens/M
$35
Output tokens/M
200
Context Length
Alibaba
-
Baidu
128
$2
256
Bytedance
32
Tencent
$105
$525
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