CNCF-AI推理、机器学习编排与代理型AI工具及平台研究报告

OCTOBER 2025CNCF TECHNOLOGY RADARAI INFERENCING, ML ORCHESTRATION, AND AGENTIC AI TOOLS AND PLATFORMS2Can I share data from this report?1. License GrantThis report is licensed under the Creative Commons Attribution-NoDerivatives Licence 4.0 (International) . Put simply, subject to the terms and conditions of this license, you are free to:Share — You can reproduce the report or incorporate parts of the report into one or more documents or publications, for commercial and non-commercial purposes.Under the following conditions:Attribution — You must give appropriate credit to SlashDataTM , and to the Cloud Native Computing Foundation as sponsors of this report, and indicate if changes were made. In that case, you may do so in any reasonable manner, but not in any way that suggests that SlashDataTM endorses you or your use.NoDerivatives — you cannot remix or transform the content of the report. You may not distribute modified content.2. Limitation of Liability SlashDataTM, believes the statements contained in this publication to be based upon information that we consider reliable, but we do not represent that it is accurate or complete and it should not be relied upon as such. Opinions expressed are current opinions as of the date appearing in this publication only and the information, including the opinions contained herein, are subject to change without notice. Use of this publication by any third party for whatever purpose should not and does not absolve such third party from using due diligence in verifying the publication’s contents. SlashDataTM disclaims all implied warranties, including, without limitation, warranties of merchantability or fitness for a particular purpose.SlashDataTM, its affiliates, and representatives shall have no liability for any direct, incidental, special, or consequential damages or lost profits, if any, suffered by any third party as a result of decisions made, or not made, or actions taken, or not taken, based on this publication. The analyst of the developer economy | formerly known as VisionMobile SlashData © Copyright 2025 | Some rights reserved3ABOUT THE AUTHORSLiam Bollmann - DoddSenior Market Research ConsultantLiam is a former experimental antimatter physicist, and he obtained a PhD in Physics while working at CERN. He is interested in the changing landscape of cloud development, cybersecurity, and the relationship between technological developments and their impact on society. liam.dodd@slashdata.co Álvaro Ruiz CuberoResearch ManagerÁlvaro is a market research analyst with a background in strategy and operations consulting. He holds a Master’s in Business Management and believes in the power of data-driven decision-making. Álvaro is passionate about helping businesses tackle complex strategic business challenges and make strategic decisions that are backed by thorough research and analysis.alvaro.ruiz@slashdata.co4TABLE OF CONTENTS6KEY INSIGHTSINTRODUCTION517AI INFERENCING TOOLS AND ENGINESMACHINE LEARNING (