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。VS Code 记录了 7,397,370 月访问量，增长率为 -3.8%，定价为免费增值。
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.
精准书写代码，把更大的任务交给智能体，随时随地继续工作
| 维度 / 指标 | | |
|---|---|---|
| 官方域名 | labelstud.io | code.visualstudio.com |
| 定价模式 | 定价请咨询，免费 | 免费增值 |
| 月访问量 | 13.72万 (137,199) | 739.74万 (7,397,370) |
| 月度环比流量变化 | -2.63万 (-16.1%) | -28.88万 (-3.8%) |
| 主要市场与份额 | 🇺🇸 美国 (23.9%) | 🇺🇸 美国 (18.9%) |
| 直接访问 / 月 | 4.71万 | 217.15万 |
| 用户评分 | 4.7 | 4.8 |
| 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.
精准书写代码，把更大的任务交给智能体，随时随地继续工作
智能体会打开代码仓库、制定计划、修改多个文件并解释改动，让你在接受前逐条审查差异。也可以并行运行多个智能体，推进积压任务。
可接入 Anthropic、OpenAI、Google、Microsoft 或开放权重模型，也可自带密钥。选择最契合你工作方式的 Copilot、Claude 或 Codex 框架。
JavaScript、TypeScript、HTML 和 CSS 开箱即用，市场扩展还能为 Python、Java、C++、Go、Rust 等语言补齐智能提示、检查、重构与调试能力。
集成终端、源代码管理、调试器、测试、Jupyter 笔记本、内置浏览器和 Dev Containers 都在同一个窗口内，让你始终贴近代码。
专项更强Cloud-based development environment featuring an AI agent that builds, runs, and deploys full-stack applications instantly.
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.
免费 / 开源Lightweight, customizable terminal coding agent supporting multiple model providers and extensible packages.
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-source workspace control plane for orchestrating multiple coding agents from a single unified interface.
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.
