370.5万/月+6.6%
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。
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DevDynamics vs Prolific
DevDynamics 记录了 7,079 月访问量，月度环比增长为 +31.6%，定价为免费增值，免费试用，付费。Prolific 记录了 18,697,671 月访问量，增长率为 -1.8%，定价为付费。
DevDynamics 记录了 7,079 月访问量，月度环比增长为 +31.6%，定价为免费增值，免费试用，付费。Prolific 记录了 18,697,671 月访问量，增长率为 -1.8%，定价为付费。
| 维度 / 指标 |  | |
|---|---|---|
| 官方域名 | devdynamics.ai | prolific.com |
| 定价模式 | 免费增值，免费试用，付费 | 付费 |
| 月访问量 | 7079 (7,079) | 1869.77万 (18,697,671) |
| 月度环比流量变化 | +1699 (+31.6%) | -35.2万 (-1.8%) |
| 主要市场与份额 | 🇺🇸 美国 (63.2%) | 🇺🇸 美国 (48.8%) |
| 直接访问 / 月 | 2795 | 1297.97万 |
| 用户评分 | 4.2 | 4.6 |
| 支持的平台 | 网站 | 网站 |
把交付数据转化为更优软件决策的工程分析平台
开箱即用的 DORA 指标、周期时间、吞吐量与软件质量看板，数据自动从现有工具链抽取。
用自然语言询问团队表现、交付瓶颈与指标变化，答案基于企业自身的工程数据生成。
基于历史交付数据预测计划、史诗与版本的完成时间，并对照可量化的工程目标追踪进展。
开箱支持 Jira、GitHub、CI/CD 系统与 PagerDuty，并可定制集成，让流水线没有盲区。
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。
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
专项更强发现并自动修复漏洞的一体化应用安全平台
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.
免费 / 开源Maxim AI is a platform for evaluating, testing, and monitoring AI applications, and the home of Bifrost, an open-source LLM gateway. It helps teams ship reliable AI features with tracing, evaluation, agent simulation, and production observability.
免费 / 开源Maxim AI is a platform for evaluating, testing, and monitoring AI applications, and the home of Bifrost, an open-source LLM gateway. It helps teams ship reliable AI features with tracing, evaluation, agent simulation, and production observability.
专项更强让每个代码仓库保持正轨的 AI 代码审查与状态更新
免费 / 开源OSS Insight is a free analytics platform that turns more than ten billion GitHub events into dashboards, rankings and comparisons for repositories, developers and organizations. It also covers the fast-moving world of AI agents, LLM tooling and MCP servers.
免费 / 开源OSS Insight is a free analytics platform that turns more than ten billion GitHub events into dashboards, rankings and comparisons for repositories, developers and organizations. It also covers the fast-moving world of AI agents, LLM tooling and MCP servers.
