Appen 记录了 665,840 月访问量，月度环比增长为 +0.2%，定价为定价请咨询。BasicAI Cloud 记录了 21,670 月访问量，增长率为 -13.1%，定价为 Freemium, Enterprise Quote。
为 AI 训练数据而生的标注平台与托管标注服务
| 维度 / 指标 |  | |
|---|---|---|
| 官方域名 | appen.com | basic.ai |
| 定价模式 | 定价请咨询 | Freemium, Enterprise Quote |
| 月访问量 | 66.58万 (665,840) | 2.17万 (21,670) |
| 月度环比流量变化 | +1103 (+0.2%) | -3266 (-13.1%) |
| 主要市场与份额 | 🇺🇸 美国 (22%) | 🇺🇸 美国 (21.7%) |
| 直接访问 / 月 | 23.83万 | 8706 |
| 用户评分 | 4.4 | 4.2 |
| 支持的平台 | 网站 | 网站 |
为前沿 AI 模型提供人工验证的训练数据与评估服务
思维链推理轨迹、专家级 RLHF、监督微调示范与对抗性红队数据，服务于最强能力的模型。
黄金轨迹、RL 环境设计、失败模式分类法，以及基于软件工程任务的智能体深度评估。
多语种 ASR 与会话语音数据、表现力 TTS 标注、视觉语言模型训练数据、视频动作标注与语音助手评估。
LiDAR 点云标注、多摄像头传感器融合、机器人示范轨迹、世界模型推演与具身交互日志。
为 AI 训练数据而生的标注平台与托管标注服务
在一个平台内支持边界框、多边形、关键点、语义分割、3D 点云立方体、文本/NLP 标注以及 RLHF 数据集创建。
覆盖图像、点云与音频的自动标注辅助，在保持精度的同时减少人工投入。
项目管理可适配团队结构，支持自定义工作流、进度追踪与详细绩效报表。
实时反馈结合可定制的批量质检规则，及早发现问题并锁定人工复核范围。
专项更强直接将团队与经过验证的人类参与者连接以进行偏好调整与研究，但缺乏托管的端到端标注管线。
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.
结合自定义软件与专门的专家团队来处理复杂业务，但属于量身定制的服务。
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.
前沿 AI 训练所用的环境，以及负责重复性工作的智能体
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.
