clickworker 记录了 1,861,149 月访问量,月度环比增长为 +0.5%,定价为定价请咨询。DataVLab 记录了 12,740 月访问量,增长率为 -7.8%,定价为定价请咨询。

面向受监管行业 AI 与机器学习团队的 ISO 27001 数据标注服务
| 维度 / 指标 | ![]() | ![]() |
|---|---|---|
| 官方域名 | clickworker.com | datavlab.ai |
| 定价模式 | 定价请咨询 | 定价请咨询 |
| 月访问量 | 186.11万 (1,861,149) | 1.27万 (12,740) |
| 月度环比流量变化 | +9574 (+0.5%) | -1079 (-7.8%) |
| 主要市场与份额 | 🇺🇸 美国 (27.6%) | 🇺🇸 美国 (27%) |
| 直接访问 / 月 | 94.71万 | 5125 |
| 用户评分 | 3.9 | 4.2 |
| 支持的平台 | 网站 | 网站 |

clickworker runs a global crowd of over 10 million registered freelancers in 136 countries to collect, label, validate and categorize data for AI training, surveys, retail audits and SEO projects.
Custom image, video, audio and text datasets with human labeling, annotation and validation, delivered with parent company LXT.
Registered freelancers in 136 countries fill microtasks through web, Android and iOS apps, with flexible scaling up or down.
An all-in-one survey tool plus access to a verified respondent pool for external studies and targeted insights.
Real-time point-of-sale data collection, display audits, mystery checks, and usability testing for websites, apps and games.

面向受监管行业 AI 与机器学习团队的 ISO 27001 数据标注服务
提供边界框、多边形、分割掩码、关键点、地标点和分类标签,用于检测、分割与分类模型,每批数据均经人工校验。
逐帧框选、掩码、关键点和身份一致的目标轨迹,服务于检测、追踪与动作识别模型,并在序列层面完成验证。
3D 立方体、点云分割、可行驶区域标注和目标追踪,适用于机器人、自动驾驶、地理空间与工业 AI 项目。
文本区域标注、文档切分、手写体标注和结构化字段抽取,并提供量化评分标准下的 LLM 评估与生成式 AI 对齐数据。
专注于为 AI 实验室匹配经过审核的人类 RLHF 专家,但提供的一般数据标注服务较少。
前沿 AI 训练所用的环境,以及负责重复性工作的智能体

免费 / 开源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.
免费 / 开源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.

专注于顶尖领域专家来开展复杂的 RLHF 和前沿 AI 评估,但缺乏普通众包任务。

免费 / 开源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.
免费 / 开源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.

Innovatiana 为 AI 提供托管式人工数据运营——由内部培养的专家团队交付数据标注、注释、RLHF 与内容审核,覆盖计算机视觉、NLP、生成式 AI、语音与多模态数据集。
Innovatiana 为 AI 提供托管式人工数据运营——由内部培养的专家团队交付数据标注、注释、RLHF 与内容审核,覆盖计算机视觉、NLP、生成式 AI、语音与多模态数据集。
免费 / 开源面向标注、训练与部署的一体化计算机视觉平台