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人工智能
Kimi K3.1 Pro vs Claude Opus 5.5：基准、定价与使用建议
Kimi K3.1 Pro 在终端编码上追平 Claude Opus 5.5，并在重工具的代理任务上领先，同时每个 token 的价格仅为其一半。Opus 5.5 则在闭卷推理、开放式工程与云端可用性方面保持优势。
Tom Farnschläder
分类
技术
LLM 文章
紧跟大语言模型的最新技术、工具与研究动态。我们的博客讨论数据科学、应用场景与负责任的人工智能实践。
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人工智能
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Moonshot 全新开放权重旗舰在智能体编码上挑战 Claude Opus 5.5，价格低于 Kimi K3，并在发布时有意削弱其网络安全能力。
Vaibhav Mehra
Alex Olteanu
Alex Olteanu
人工智能
Beam：Reflection AI 的 5010 亿开源权重编码模型
Reflection AI 的 Beam 在推理上可与 GLM 5.2 持平，推理算力需求低 3–4 倍，但在代理式编程方面落后于 Kimi K3。以下是该开源权重模型的表现。
Matt Crabtree
Vinod Chugani
Dr Ana Rojo-Echeburúa
Srujana Maddula
人工智能
AnythingLLM：搭建、功能与应用场景完整指南
学习如何使用 Docker 和 Ollama 安装 AnythingLLM，搭建用于私有文档对话的 RAG 流水线，并在 AnythingLLM、ChatGPT 与 Open WebUI 之间做出选择。
Khalid Abdelaty
Aashi Dutt