SuperAnnotate 记录了 386,034 月访问量,月度环比增长为 +37.4%,定价为免费试用,定价请咨询。TinyFish 记录了 1,124,952 月访问量,增长率为 +199.7%,定价为免费增值,定价请咨询。

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.
| 维度 / 指标 | ![]() | ![]() |
|---|---|---|
| 官方域名 | superannotate.com | tinyfish.ai |
| 定价模式 | 免费试用,定价请咨询 | 免费增值,定价请咨询 |
| 月访问量 | 38.6万 (386,034) | 112.5万 (1,124,952) |
| 月度环比流量变化 | +10.5万 (+37.4%) | +74.96万 (+199.7%) |
| 主要市场与份额 | 🇺🇸 美国 (31%) | 🇺🇸 美国 (27.4%) |
| 直接访问 / 月 | 24.83万 | 40.13万 |
| 用户评分 | 4.6 | 4.4 |
| 支持的平台 | 网站 | 网站 |

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.
One configurable annotation surface for image, video, text, and audio projects, so multimodal datasets can be labeled without switching tools.
Search, filter, and inspect datasets to find the examples that will most improve a model, then route them into targeted annotation or review queues.
Dashboards for annotation volume, reviewer agreement, and project progress, plus advanced analytics on upper tiers for program-level reporting.
Metered orchestration capacity for running annotation, evaluation, and data-processing workloads, scaled by plan from roughly 1K to 10K compute hours.

一个 API Key,提供面向智能体的网页搜索、抓取、浏览与自动化能力
真实浏览器渲染的搜索,以结构化 JSON 返回实时、非缓存的结果,且不收取搜索费用。
把任意 URL 转换为省 token 的 Markdown、JSON 或 HTML,在内容到达模型前就剔除导航栏、Cookie 弹窗与广告。
提供可保持状态的完整云浏览器会话,可用 Playwright、Puppeteer 或 Chrome DevTools 协议驱动。
用自然语言给出目标,智能体即可导航、填表并返回结构化结果;监控功能会在被跟踪的页面或主题变化时发出提醒。
免费 / 开源提供更干净、适合 LLM 的 Markdown 转换与爬虫功能,但缺乏 TinyFish 的交互式云端浏览器自动化能力。
强大的企业级数据标注与智能体自动化,但采用不同的协作界面和定价结构。

专项更强Extensive human-validated training datasets and alignment services, but lacks SuperAnnotate's self-serve software platform flexibility.

专项更强Exceptional for ML experiment tracking and LLM evaluation, but does not provide traditional computer vision data labeling environments.
专项更强Exceptional for ML experiment tracking and LLM evaluation, but does not provide traditional computer vision data labeling environments.
具备优秀的计算机视觉多模态数据基础设施,但缺少 SuperAnnotate 的部分更全面的企业项目管理工具。

提供强大的无头浏览器自动化和控制,但比起托管的 Agent API,需要更多自定义开发。
提供强大的无头浏览器自动化和控制,但比起托管的 Agent API,需要更多自定义开发。

专项更强Provides independent web search and agent grounding, but lacks content fetching and browser automation features.
专项更强Strong enterprise data collection and annotation services, but focuses more on managed datasets than self-serve tooling.
专项更强Strong enterprise data collection and annotation services, but focuses more on managed datasets than self-serve tooling.