Label Studio 每月有 137,199 次造訪，月增率 -16.1%，定價模式為需聯絡報價、免費。Qoder 每月有 5,145,040 次造訪，成長率 +81.8%，定價模式為免費增值、免費試用、免費。
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.
| 面向／指標 | | |
|---|---|---|
| 官方網域 | labelstud.io | qoder.com |
| 定價模式 | 需聯絡報價、免費 | 免費增值、免費試用、免費 |
| 每月造訪次數 | 13.72萬 (137,199) | 514.5萬 (5,145,040) |
| 月流量變化量 | -2.63萬 (-16.1%) |
| +231.54萬 (+81.8%) |
| 主要市場與市佔 | 🇺🇸 美國 (23.9%) | 🇨🇳 中國 (61.9%) |
|---|
| 每月直接造訪 | 4.71萬 | 253.37萬 |
|---|
| 使用者評分 | 4.7 | 4.6 |
|---|
| 支援平台 | 網站 | 網站 |
|---|
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.
能真正交付軟體的代理式編程平台
AI 原生桌面 IDE，代理可通讀程式庫、規劃多步任務並跨多個檔案完成工作。
可在快速修改的自動補全、協同編程的對話模式，以及帶審批控制的自主委派模式之間切換。
全庫索引與脈絡工程，讓變更始終契合你的架構、風格與相依關係。
提供 VS Code 與 JetBrains 外掛、終端 CLI，以及可遠端監控並批准代理操作的行動應用。
Orchestrates parallel coding agents across an IDE and CLI ecosystem, but operates within Google's specialized development stack.
#2免費 / 開源在本機或雲端執行與打造開源 AI 模型
免費 / 開源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.
專項更強軟體與真人專家協同運作的企業級 AI 基礎設施
免費 / 開源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.
Orchestrates parallel coding agents across an IDE and CLI ecosystem, but operates within Google's specialized development stack.
免費 / 開源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.
免費 / 開源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.
