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Base44 vs Label Studio
Base44 记录了 14,039,232 月访问量，月度环比增长为 +0.5%，定价为免费增值，付费，定价请咨询。Label Studio 记录了 137,199 月访问量，增长率为 -16.1%，定价为定价请咨询，免费。
Base44 记录了 14,039,232 月访问量，月度环比增长为 +0.5%，定价为免费增值，付费，定价请咨询。Label Studio 记录了 137,199 月访问量，增长率为 -16.1%，定价为定价请咨询，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 | base44.com | labelstud.io |
| 定价模式 | 免费增值，付费，定价请咨询 | 定价请咨询，免费 |
| 月访问量 | 1403.92万 (14,039,232) | 13.72万 (137,199) |
| 月度环比流量变化 | +7.46万 (+0.5%) | -2.63万 (-16.1%) |
| 主要市场与份额 | 🇺🇸 美国 (32.1%) | 🇺🇸 美国 (23.9%) |
| 直接访问 / 月 | 781.66万 | 4.71万 |
| 用户评分 | 4.4 | 4.7 |
| 支持的平台 | 网站 | 网站 |
用一句话描述就能构建可用的应用、网站与 AI 智能体
描述一个想法即可得到已配置数据库、身份验证、支付与托管的应用，无需搭建服务器或基础设施。
生成包含布局、文案与设计的完整网站，并内置 SEO 工具与自定义域名支持，一键即可发布。
创建 7×24 小时运行的 AI 智能体，连接你的工具、执行真实操作、管理数据并自动完成重复工作流。
可连接 Google Calendar、Gmail、Slack、Notion、HubSpot、Salesforce 等，其他服务通过 API 接入。
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.
专项更强An AI-native code editor offering deeper multi-file control, but demands more developer experience than zero-code platforms.
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
