SourceBae: 连接 AI 实验室与领域专家进行数据搜集,但缺乏供大量学术研究参与者使用的自助式市集。 Prolific 记录了 18,697,671 月访问量,月度环比增长为 -1.8%,定价为付费。SourceBae 记录了 21,727 月访问量,增长率为 +20.1%,定价为定价请咨询。
| 维度 / 指标 | ||
|---|---|---|
| 官方域名 | prolific.com | sourcebae.com |
| 定价模式 | 付费 | 定价请咨询 |
| 月访问量 | 1869.77万 (18,697,671) | 2.17万 (21,727) |
| 月度环比流量变化 | -35.2万 (-1.8%) | +3634 (+20.1%) |
| 主要市场与份额 | 🇺🇸 美国 (48.8%) | 🇮🇳 印度 (80.7%) |
| 直接访问 / 月 | 1297.97万 | 3660 |
| 用户评分 | 4.6 | 4.1 |
| 支持的平台 | 网站 | 网站 |
为 AI 训练、评估与研究提供高质量人类数据
按详细的人口统计、职业和行为条件筛选参与者,触达小众或具代表性的样本,而非泛泛的人群。
采集用于模型微调的人类偏好数据,开展安全性评估与红队测试,并通过反馈 API 把人工环节接入自动化流水线。
注意力检验、诚实度筛查和审批流程,帮助你在分析结果前剔除敷衍或欺诈性回答。
发布研究后能迅速开始收集回答,工具支持筛选条件、配额设定和纵向研究设计。
用领域专家和真实世界数据训练 AI
由与主题领域匹配的专家(而非通用标注员)产出监督微调提示、参考答案、演示示例和评审标准。
围绕准确性、相关性、指令遵循度和领域质量收集对比数据,让模型能依据人类偏好排名进行调优。
依据专家定义的准则评估回答,暴露错误、知识盲区和表现不稳定之处,并用对抗性提示挖掘安全缺陷。
在家庭、工厂、仓库、车间、农场、实验室和临床场景中采集真实任务,为机器人和 Physical AI 构建训练数据。

免费 / 开源Workable is an agentic recruiting and HR platform. A native AI agent sources passive candidates from 400M+ profiles, screens every applicant against your job criteria and builds vetted shortlists inside a complete ATS, while onboarding, performance, time off, employee records and reporting run on the same system of record.
免费 / 开源Workable is an agentic recruiting and HR platform. A native AI agent sources passive candidates from 400M+ profiles, screens every applicant against your job criteria and builds vetted shortlists inside a complete ATS, while onboarding, performance, time off, employee records and reporting run on the same system of record.
拥有庞大的市场调查消费者样本库,但缺乏 Prolific 对学术研究与 AI 调校的专门聚焦。
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
Arc 认证远程人才市场中的 AI 候选人匹配

专项更强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.

专项更强提供经过验证的B2B专业人士和医疗专家用于专项研究,但缺乏广泛的普通人群学术调查小组。
为 AI 代理雇佣真人完成现实世界的任务

免费 / 开源Open-source data labeling and evaluation platform for AI workflows, but requires bringing your own annotation workforce.
免费 / 开源Open-source data labeling and evaluation platform for AI workflows, but requires bringing your own annotation workforce.