
拥有庞大应用市场的强大 actor 型云端爬虫平台,但对企业级代理服务器底层基础设施的直接掌控较少。},{de:
Bright Data 记录了 802,752 月访问量,月度环比增长为 -5.9%,定价为免费试用,付费。Datature 记录了 24,530 月访问量,增长率为 -23.2%,定价为免费增值,付费,定价请咨询。
| 维度 / 指标 | ![]() | ![]() |
|---|---|---|
| 官方域名 | brightdata.com | datature.io |
| 定价模式 | 免费试用,付费 | 免费增值,付费,定价请咨询 |
| 月访问量 | 80.28万 (802,752) | 2.45万 (24,530) |
| 月度环比流量变化 | -5.04万 (-5.9%) | -7429 (-23.2%) |
| 主要市场与份额 | 🇺🇸 美国 (29.5%) | 🇮🇳 印度 (27.8%) |
| 直接访问 / 月 | 38.37万 | 9829 |
| 用户评分 | 4.6 | 4.2 |
| 支持的平台 | 网站 | 网站 |

面向 AI 的网页数据基础设施:抓取、代理与数据集
Unlocker、SERP、Browser 与 Crawl API 负责抓取并解析公开页面,处理反爬与验证码,可返回 JSON、HTML 或 Markdown。
住宅、ISP 与数据中心代理池支持国家、城市与 ASN 定向,并提供代理管理 API 用于轮换与会话控制。
针对 LinkedIn、Amazon 及社交平台等知名域名提供结构化接口,可按需或按计划交付新鲜记录。
可按业务、电商、社交与房地产等类别筛选并购买预采集数据集,可售记录规模达数十亿条。

面向标注、训练与部署的一体化计算机视觉平台
通过自动标注、模型辅助标注、像素级分割工具以及共识与审批流程,加速数据准备并保持跨标注者的一致性。
在拖拽式界面搭建训练流程,调整架构、批量大小与训练轮数,并对照真实标注可视化评估模型表现。
训练分类、目标检测、关键点与分割模型,覆盖内容打标、追踪、姿态估计与像素级分析等场景。
通过托管 API 将模型部署到边缘或云端,配合监控、弹性伸缩与安全认证支撑生产推理。

拥有庞大应用市场的强大 actor 型云端爬虫平台,但对企业级代理服务器底层基础设施的直接掌控较少。},{de:
免费 / 开源能把整个网站秒转成适合 LLM 的干净 Markdown,但缺乏原生的住宅代理 IP 管理工具。

专项更强Provides live web search and agentic cloud browser automation, but less focused on raw proxy network management.

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.


专项更强具备可扩展的无头浏览器云端自动化基础设施,但缺乏内置的住宅代理池与预先包装的爬虫。
专项更强具备可扩展的无头浏览器云端自动化基础设施,但缺乏内置的住宅代理池与预先包装的爬虫。

免费 / 开源Voxel51 is the data platform for physical AI, built on the open-source FiftyOne library. It helps computer vision and robotics teams search, visualize, curate, annotate, and evaluate multimodal datasets — images, video, 3D scenes, and sensor streams — so they can find where models fail and fix the data behind them.
免费 / 开源Voxel51 is the data platform for physical AI, built on the open-source FiftyOne library. It helps computer vision and robotics teams search, visualize, curate, annotate, and evaluate multimodal datasets — images, video, 3D scenes, and sensor streams — so they can find where models fail and fix the data behind them.