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。XenonStack 记录了 52,808 月访问量，增长率为 +1.3%，定价为定价请咨询。
XenonStack is an AI-first technology company that builds decision infrastructure for enterprise AI agents. Its platform spans reasoning, orchestration, analytics, infrastructure and trust, with products including Foundry, ElixirClaw, ElixirData, NexaStack, MetaSecure and Neural AI, plus pre-built agents for operations, finance, security, analytics and supply chain.
| 维度 / 指标 | | |
|---|---|---|
| 官方域名 | prolific.com | xenonstack.com |
| 定价模式 | 付费 | 定价请咨询 |
| 月访问量 | 1869.77万 (18,697,671) | 5.28万 (52,808) |
| 月度环比流量变化 | -35.2万 (-1.8%) | +679 (+1.3%) |
| 主要市场与份额 | 🇺🇸 美国 (48.8%) | 🇮🇳 印度 (33.1%) |
| 直接访问 / 月 | 1297.97万 | 1.4万 |
| 用户评分 | 4.6 | 4.2 |
| 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。
XenonStack is an AI-first technology company that builds decision infrastructure for enterprise AI agents. Its platform spans reasoning, orchestration, analytics, infrastructure and trust, with products including Foundry, ElixirClaw, ElixirData, NexaStack, MetaSecure and Neural AI, plus pre-built agents for operations, finance, security, analytics and supply chain.
A unified reasoning foundation that orchestrates analytics, infrastructure and trust across an organization's intelligent ecosystems.
An enterprise agentic OS that orchestrates AI agents across systems with governed execution, policy controls and auditable decisions.
Pre-built agents for operations, finance, risk and compliance, analytics, supply chain and security, with connectors for Snowflake, Databricks, ServiceNow, SAP and Oracle.
Continuous assurance with AI-BOMs, risk scoring and agentic security to keep AI systems compliant and defensible.
免费 / 开源由 Salesforce Data 360 与 Atlas 驱动的自主企业级 AI agent 与 CRM 智能。
免费 / 开源由 Salesforce Data 360 与 Atlas 驱动的自主企业级 AI agent 与 CRM 智能。
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。
专项更强软件与真人专家协同运作的企业级 AI 基础设施
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
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。
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.
