「模型基础设施」AI 工具排行榜

AI Studio is represented by aistudio.google.com. The fastest path from prompt to production with Gemini

Hugging Face - A community platform and library for machine learning models

Massive local model speedup on Apple Silicon with MLX

NOUS RESEARCH 是 NOUS RESEARCH 旗下与 nousresearch.com 对应的产品官网，主要提供：Nous Research is a leader in the American open source AI movement, training world-class open source language models.

AI-Native Cloud 对应 digitalocean.com。Run AI products in production with a unified stack for agents, inference, and cloud—built for control, performance, and economics at scale.

硅基流动 SiliconFlow is represented by siliconflow.cn. 硅基流动（SiliconFlow）专注于提供高效能、低成本的多品类 AI 模型服务，助力开发者和企业聚焦产品创新。

ChatLLM AI代理预测和计划营销和销售AI异常检测基本模型语言AI可视化AI离散优化预测建模个性化AI欺诈和安全

Try NVIDIA NIM APIs 对应 build.nvidia.com。Experience the leading models to build enterprise generative AI apps now.

华为云码道（CodeArts）代码智能体。

阿里达摩院推出的大小模型协同的智能助手，具备作诗、绘画、视频生成、语音播放等多模态能力

BytePlus 对应 byteplus.com。Build, deploy, and scale AI with BytePlus — cutting-edge models, tools, and infrastructure proven on global platforms.

以实惠的价格租用云GPU兼容TensorFlow和PyTorch等AI框架支持API、CLI和SDK全球8个以上区域的分布式网络存储数据提供安全性和社区云选项基于容器的GPU实例无服务器GPU计算受AI专家信任的完全托管AI端点

AI图像生成开发者平台

AI Studio 对应 ai.studio。The fastest path from prompt to production with Gemini

Ultimate Platform for Accelerating AI Image and Video Generation is represented by wavespeed.ai. WaveSpeedAI home – explore the platform that speeds up image, video and audio generation so you can build AI features, creative tools and workflows faster.

AI code generation and assistance platform for developers

sas.com 对应 sas.com，官网入口为 https://www.sas.com/en_us/home.geo.html。

Palantir 对应 palantir.com。We build software that empowers organizations to effectively integrate their data, decisions, and operations.

Microsoft的轻量级高级多模式模型专注于文本和视觉高质量推理密集型数据。

运行开源机器学习模型使用自定义数据微调模型使用Cog工具部署自定义模型

The world’s most efficient agentic CPU

Control every aspect of model training and fine-tuning

Unsloth is represented by unsloth.ai. Unsloth is an open-source, no-code web UI for training, running and exporting open models in one unified local interface.

Cerebras is represented by cerebras.ai. Cerebras is the go-to platform for fast and effortless AI training. Learn more at cerebras.ai.

用于公平GPU租赁比较按需和可中断定价的简单搜索界面基于Docker的容器部署实时竞价系统节省成本DLPerf自动硬件性能排名

SerpApi 是 SerpApi 旗下与 serpapi.com 对应的产品官网，主要提供：SerpApi is a real-time API to access Google search results. We handle proxies, solve captchas, and parse all rich structured data for you.

Ultralytics is represented by ultralytics.com. End-to-end computer vision platform. Annotate data, train YOLO models, and deploy to 43 global regions. Trusted by Siemens, Intel, Shell & more.

容器镜像和硬件规范完全用代码表达，没有Dockerfiles或YAML。使用功能强大的云原语轻松设置网络卷、键值存储和队列，类似于普通的Python。它需要一行代码将函数转换为cron作业。将任何函数用作HTTPS终端节点并将其发送到自定义域。实时监控执行、日志和指标，并通过模式shell进行交互调试。利用gVisor运行时和符合行业标准的SOC 2保护工作负载。

最先进的模型速度操作开源语言模型和图像模型自定义微调和部署模型

Machine learning library for data mining and analysis

Exa is represented by exa.ai. Real-time AI search engine with a powerful web search API, web crawling API, SERP API, and deep research tools. Search and extract structured content from websites and live data.

Together AI is represented by together.ai. Build what's next on the AI Native Cloud. Full-stack AI platform for inference, fine-tuning, and GPU clusters — powered by cutting-edge research.

Nebius. The ultimate cloud for AI explorers is represented by nebius.com. Discover the most efficient way to build, tune and run your AI models and applications on top-notch NVIDIA® GPUs.

Cohere Toolkit是一个开源AI应用程序开发工具包，旨在加速云平台的开发和部署。

Salad Container Engine (SCE)-完全托管且可大规模扩展的容器引擎Salad Gateway Service (SGS)-在大约200个国家/地区以容器形式部署了专用代理虚拟Kubelets-K8节点

端到端开源机器学习平台

转录音频文件，视频文件和实时语音到文本解释业务和个人工作流程的音频在语音数据上构建LLM (大规模语言模型) 应用程序LeMUR捕获来自呼叫录音的丰富而准确的数据标题，分类，查找和分析来自电视、播客和广播的媒体内容

Qwen Cloud – Ship the next 是 Qwen Cloud – Ship the next 旗下与 qwencloud.com 对应的产品官网，主要提供：Qwen Cloud is an AI-native platform powering Qwen3.6, Wan video, and CosyVoice TTS with 99.9% uptime, instant scaling, and ultra-low latency for 1M+ users.

轻松创建自己的机器学习模型

高性能AI应用程序完全托管且易于扩展高效的索引创建和数据更新毫秒级快速准确的搜索结果支持元数据筛选和命名空间分区可配置副本和pod大小以实现可扩展性

ComfyUI工作流选择ComfyUI机器启动快速GPU执行

Scaleway is represented by scaleway.com. Build on a secure, transparent, and fast-moving cloud & AI platform built for what’s next.

Deep Infra is represented by deepinfra.com. Deep Infra offers cost-effective, scalable, easy-to-deploy, and production-ready machine-learning models and infrastructures for deep-learning models.

多模式个性表达实时AI优化性能和规模高级行为建模与对话，语音，动画和情感将npc呈现为逻辑和幻想世界中的上下文网格可配置的安全性，知识，叙事控制和记忆

Milvus is represented by milvus.io. Milvus official website.

客户沟通语言模型助手