Labelbox 记录了 762,803 月访问量，月度环比增长为 -22.8%，定价为定价请咨询。Layerup 记录了 2,824 月访问量，增长率为 -4%，定价为定价请咨询。
| 维度 / 指标 |  |  |
|---|---|---|
| 官方域名 | labelbox.com | uselayerup.com |
| 定价模式 | 定价请咨询 | 定价请咨询 |
| 月访问量 | 76.28万 (762,803) | 2824 (2,824) |
| 月度环比流量变化 | -22.52万 (-22.8%) | -117 (-4%) |
| 主要市场与份额 | 🇺🇸 美国 (21.9%) | 🇺🇸 美国 (98.1%) |
| 直接访问 / 月 | 37万 | 2604 |
| 用户评分 | 4.4 | 4.2 |
| 支持的平台 | 网站 | 网站 |
前沿 AI 训练所用的环境，以及负责重复性工作的智能体
覆盖视觉、语言与生成任务的结构化标注、数据策展、模型评估与人机协同复核，构成训练与评估数据的基础。
Recursion 智能体由构建、告警、代码提交、检查点和定时任务自主启动，并在后台持续工作直至任务完成且可审查。
专业智能体覆盖软件工程、可靠性、安全、ML 研究、评估、研发、产品与财务，从修复不稳定测试到撰写事故复盘初稿。
每次运行都由评分智能体打分，评分后的会话留下记忆、笔记与技能，供下一次会话在行动前读取。
长时程 AI 智能体，端到端完成保险与金融服务工作
持续数小时甚至数天不间断工作的长时程智能体，会针对证据与风险进行推理，而不只是给出建议。
面向承保公司、金融机构、TPA 与贷款机构，覆盖 16 条业务线，包括车险、财产险、旅行险、寿险、健康险、商业险、工伤补偿、网络安全险与按揭。
Strata 让用户用自然语言拉取报表、查询智能体集群、调整智能体行为，甚至为某个工作流构建并上线全新智能体。
智能体跨团队已经在用的工具运行，无需推倒重建，也无需强制迁移到新的记录系统。
专项更强简化从标注到模型部署的端到端计算机视觉工作流程，但缺乏 Labelbox 的通用企业级智能体编排功能。
提供强大的多模态标注与工作流程自动化，并为计算机视觉团队提供更直观的数据整理管道。
免费 / 开源Gumloop is a no-code AI agent and automation platform where teams build agents that connect to their tools, browse the web, and complete real business tasks.
免费 / 开源Gumloop is a no-code AI agent and automation platform where teams build agents that connect to their tools, browse the web, and complete real business tasks.
专项更强在互联环境中跟踪、评估并交付 AI 模型与智能体。
免费 / 开源提供灵活的开源替代方案用于自定义数据标注，但需要自行搭建与手动维护基础设施。
专项更强Focuses strictly on LLM evaluation, testing, and observability rather than raw data annotation and training dataset curation.
专项更强Focuses strictly on LLM evaluation, testing, and observability rather than raw data annotation and training dataset curation.
SymphonyAI builds vertical AI applications, agents, and copilots that are tuned to specific industries rather than left generic. Its Eureka AI Platform provides predictive modeling, a low-code agent builder, and prompt-based app generation on top of an AI-ready data foundation, while its industrial IRIS Foundry platform supplies data connectors, a knowledge graph, and pre-built agents for the plant floor.
SymphonyAI builds vertical AI applications, agents, and copilots that are tuned to specific industries rather than left generic. Its Eureka AI Platform provides predictive modeling, a low-code agent builder, and prompt-based app generation on top of an AI-ready data foundation, while its industrial IRIS Foundry platform supplies data connectors, a knowledge graph, and pre-built agents for the plant floor.
免费 / 开源SureThing is an AI agent platform that positions itself as a general AI agency: a shared team of agents covering operations, marketing, research and engineering that connect to your existing apps, execute multi-step work in the background and hand back finished deliverables rather than chat replies.
免费 / 开源SureThing is an AI agent platform that positions itself as a general AI agency: a shared team of agents covering operations, marketing, research and engineering that connect to your existing apps, execute multi-step work in the background and hand back finished deliverables rather than chat replies.
