# Label Studio Alternatives

12 alternatives to Label Studio (13.72萬 monthly visits, 需聯絡報價、免費), matched by function and use case.

About Label Studio: 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. — [Profile (Markdown)](https://openaitools.app/tw/tool/label-studio.md)

| # | 工具名稱 | 每月造訪次數 | 月成長率 | 定價模式 | Summary | 比較 |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Labelbox](https://openaitools.app/tw/tool/labelbox) | 762,803 | -22.8% | 需聯絡報價 | 前沿 AI 訓練所用的環境，以及負責例行工作的代理 | [Label Studio vs Labelbox](https://openaitools.app/tw/compare/label-studio-vs-labelbox.md) |
| 2 | [BasicAI Cloud](https://openaitools.app/tw/tool/basicai-cloud) | 21,670 | -13.1% | Freemium, Enterprise Quote | 為 AI 訓練資料而生的標註平台與託管標註服務 | [Label Studio vs BasicAI Cloud](https://openaitools.app/tw/compare/basicai-cloud-vs-label-studio.md) |
| 3 | [SuperAnnotate](https://openaitools.app/tw/tool/super-annotate) | 386,034 | +37.4% | 免費試用、需聯絡報價 | SuperAnnotate is an AI data platform that combines a collaborative multimodal annotation editor, an expert data-operations team, and the orchestration layer needed to move curated datasets into traini | [Label Studio vs SuperAnnotate](https://openaitools.app/tw/compare/label-studio-vs-super-annotate.md) |
| 4 | [Appen](https://openaitools.app/tw/tool/appen-com) | 665,840 | +0.2% | 需聯絡報價 | 為前沿 AI 模型提供人工驗證的訓練資料與評估服務 | [Label Studio vs Appen](https://openaitools.app/tw/compare/appen-com-vs-label-studio.md) |
| 5 | [Encord](https://openaitools.app/tw/tool/encord-com) | 244,204 | +9.4% | 需聯絡報價 | 為電腦視覺與 physical AI 團隊而生的 multimodal 資料層 | [Label Studio vs Encord](https://openaitools.app/tw/compare/encord-com-vs-label-studio.md) |
| 6 | [ModelScope](https://openaitools.app/tw/tool/modelscope-community) | 3,085,423 | +5.1% | 免費 | 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. | [Label Studio vs ModelScope](https://openaitools.app/tw/compare/label-studio-vs-modelscope-community.md) |
| 7 | [Arize AI](https://openaitools.app/tw/tool/arize-com) | 249,028 | +3.2% | 付費、需聯絡報價 | 面向生產級 AI 的代理可觀測性、評估與持續改進平台 | [Label Studio vs Arize AI](https://openaitools.app/tw/compare/arize-com-vs-label-studio.md) |
| 8 | [Confident AI](https://openaitools.app/tw/tool/confident-ai) | 83,400 | -3.3% | 免費增值、付費、需聯絡報價 | 在整個組織內統一 LLM 評估、可觀測性與紅隊測試標準 | [Label Studio vs Confident AI](https://openaitools.app/tw/compare/confident-ai-vs-label-studio.md) |
| 9 | [Ollama](https://openaitools.app/tw/tool/ollama) | 9,421,973 | +4.3% | Free, Freemium, Paid | 在本機或雲端執行與打造開源 AI 模型 | [Label Studio vs Ollama](https://openaitools.app/tw/compare/label-studio-vs-ollama.md) |
| 10 | [Open WebUI](https://openaitools.app/tw/tool/open-webui) | 804,534 | -2.8% | 免費增值 | 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 | [Label Studio vs Open WebUI](https://openaitools.app/tw/compare/label-studio-vs-open-webui.md) |
| 11 | [Weights & Biases（CoreWeave Forge）](https://openaitools.app/tw/tool/prompts) | 315,624 | -80.2% | 免費增值、需聯絡報價、免費 | 在互聯環境中追蹤、評估並交付 AI 模型與代理。 | [Label Studio vs Weights & Biases（CoreWeave Forge）](https://openaitools.app/tw/compare/label-studio-vs-prompts.md) |
| 12 | [Invisible Technologies](https://openaitools.app/tw/tool/invisible-technologies-inc) | 1,364,520 | +64.4% | 需聯絡報價 | 軟體與真人專家協同運作的企業級 AI 基礎設施 | [Label Studio vs Invisible Technologies](https://openaitools.app/tw/compare/invisible-technologies-inc-vs-label-studio.md) |

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來源：https://openaitools.app/tw/alternatives/label-studio

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