Branded 记录了 3,704,728 月访问量，月度环比增长为 +6.6%，定价为定价请咨询。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 | gobranded.com | labelstud.io |
| 定价模式 | 定价请咨询 | 定价请咨询，免费 |
| 月访问量 | 370.47万 (3,704,728) | 13.72万 (137,199) |
| 月度环比流量变化 | +22.9万 (+6.6%) | -2.63万 (-16.1%) |
| 主要市场与份额 | 🇺🇸 美国 (84%) | 🇺🇸 美国 (23.9%) |
| 直接访问 / 月 | 180.38万 | 4.71万 |
| 用户评分 | 4.1 | 4.7 |
| 支持的平台 | 网站 | 网站 |
精准研究受众搭配 AI 校验的数据质量
依据细致的画像，从 100 多个消费者细分与行业中招募参与者，涵盖首套房买家到特定职业群体。
通过 Audience API 实时连接自定义受众，把合格参与者直接送入你既有的研究编程工具。
以 AI 校验参与者回答、剔除无效样本，在洞察送达决策者之前守住数据完整度。
支持网络摄影机访谈、情绪 AI 研究、问卷与概念测试，也可使用自有或第三方研究平台。
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.
将研究人员与庞大的已验证受访者市场连接起来进行问卷调查，提供比 Branded 更广泛的受访者规模。
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
大规模执行 AI 主持的定性访谈与自动化研究，以互动式对话取代传统的样本面板调查。
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 training, evaluation, and production pipelines. It is aimed at teams building computer vision, NLP, audio, and generative AI systems who need reliable, high-quality ground truth at scale.
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 training, evaluation, and production pipelines. It is aimed at teams building computer vision, NLP, audio, and generative AI systems who need reliable, high-quality ground truth at scale.
专项更强在互联环境中跟踪、评估并交付 AI 模型与智能体。
