Label Studio 记录了 137,199 月访问量，月度环比增长为 -16.1%，定价为定价请咨询，免费。Qoder 记录了 5,145,040 月访问量，增长率为 +81.8%，定价为免费增值，免费试用，免费。
Label Studio is an open-source data labeling and AI evaluation platform from HumanSignal. It handles images, video, audio, text, documents, time series and agent traces in one flexible workspace, and connects to your ML pipeline through an API, Python SDK and webhooks.
| 维度 / 指标 | | |
|---|---|---|
| 官方域名 | labelstud.io | qoder.com |
| 定价模式 | 定价请咨询，免费 | 免费增值，免费试用，免费 |
| 月访问量 | 13.72万 (137,199) | 514.5万 (5,145,040) |
| 月度环比流量变化 | -2.63万 (-16.1%) | +231.54万 (+81.8%) |
| 主要市场与份额 | 🇺🇸 美国 (23.9%) | 🇨🇳 中国 (61.9%) |
| 直接访问 / 月 | 4.71万 | 253.37万 |
| 用户评分 | 4.7 | 4.6 |
| 支持的平台 | 网站 | 网站 |
Label Studio is an open-source data labeling and AI evaluation platform from HumanSignal. It handles images, video, audio, text, documents, time series and agent traces in one flexible workspace, and connects to your ML pipeline through an API, Python SDK and webhooks.
Programmable interfaces and custom templates let one workspace handle images, video, audio, text, PDFs, time series and multi-modal tasks.
Build custom benchmarks and rubrics, run side-by-side model comparisons, and grade generated answers against retrieved sources for RAG evaluation.
Collect human preferences, corrections and rankings to feed reinforcement learning from human feedback and fine-tuning workflows.
Connect observability tools, storage and any model to power AI-assisted pre-labeling, benchmarking and continuous evaluation.
能够真正交付软件的智能体编程平台
AI 原生桌面 IDE，智能体可通读代码库、规划多步任务并跨多个文件完成工作。
可在快速修改的自动补全、协同编程的对话模式，以及带审批控制的自主委派模式之间切换。
全仓库索引与上下文工程，让改动始终契合你的架构、风格与依赖。
提供 VS Code 与 JetBrains 插件、终端 CLI，以及可远程监控并批准智能体操作的移动端应用。
Orchestrates parallel coding agents across an IDE and CLI ecosystem, but operates within Google's specialized development stack.
Orchestrates parallel coding agents across an IDE and CLI ecosystem, but operates within Google's specialized development stack.
免费 / 开源在本地或云端运行和构建开源 AI 模型
免费 / 开源ModelScope (魔搭社区) is an open-source AI community and model service platform that hosts thousands of pretrained models, datasets, and ready-to-run demos, backed by Alibaba Cloud infrastructure.
免费 / 开源ModelScope (魔搭社区) is an open-source AI community and model service platform that hosts thousands of pretrained models, datasets, and ready-to-run demos, backed by Alibaba Cloud infrastructure.
专项更强软件与真人专家协同运作的企业级 AI 基础设施
免费 / 开源Open WebUI is an open-source, self-hosted AI interface that lets individuals and organizations run any model — local or cloud — inside a workspace they fully control. It ships as a one-command install, supports Ollama, OpenAI-compatible and Anthropic endpoints, and extends through Python tools, functions and pipelines.
免费 / 开源Open WebUI is an open-source, self-hosted AI interface that lets individuals and organizations run any model — local or cloud — inside a workspace they fully control. It ships as a one-command install, supports Ollama, OpenAI-compatible and Anthropic endpoints, and extends through Python tools, functions and pipelines.
专项更强前沿 AI 训练所用的环境，以及负责重复性工作的智能体
