Gumloop 记录了 379,557 月访问量,月度环比增长为 -21.1%,定价为免费增值,付费,定价请咨询。SuperAnnotate 记录了 386,034 月访问量,增长率为 +37.4%,定价为免费试用,定价请咨询。
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.

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 | gumloop.com | superannotate.com |
| 定价模式 | 免费增值,付费,定价请咨询 | 免费试用,定价请咨询 |
| 月访问量 | 37.96万 (379,557) | 38.6万 (386,034) |
| 月度环比流量变化 | -10.14万 (-21.1%) | +10.5万 (+37.4%) |
| 主要市场与份额 | 🇺🇸 美国 (36.1%) | 🇺🇸 美国 (31%) |
| 直接访问 / 月 | 12.56万 | 24.83万 |
| 用户评分 | 4.4 | 4.6 |
| 支持的平台 | 网站 | 网站 |
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.
Describe the outcome you want and let teammates who understand the problem assemble the agent — no scripting or learning curve required.
Wire agents into Slack, HubSpot, Salesforce, Gmail, Gong, NetSuite, Shopify and hundreds more tools, then fire them on schedules, webhooks or events.
Agents sign in with saved logins or 1Password, browse from trusted connections, clear CAPTCHAs, and hand the live session to a human when needed.
Run 35+ models from Anthropic, OpenAI, Google, xAI and open-source providers, or bring your own API keys, with per-agent access control.

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.

通过强大的传统自动化串联数千个热门应用程序,但在原生 AI 代理的灵活性上不如 Gumloop。
Provides a visual builder for custom AI agents and workflows, similar to Gumloop's automation capabilities.
Provides a visual builder for custom AI agents and workflows, similar to Gumloop's automation capabilities.
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.

Builds recurring automated business workflows connected to enterprise applications, mirroring Gumloop's integration focus.

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.

专项更强Focuses specifically on cloud web scraping and lead generation automation rather than general AI agent workflows.
专项更强Focuses specifically on cloud web scraping and lead generation automation rather than general AI agent workflows.

专项更强Delivers enterprise-grade security and governance for automated workflows, but requires more deliberate setup than Gumloop.
专项更强Delivers enterprise-grade security and governance for automated workflows, but requires more deliberate setup than Gumloop.
免费 / 开源提供带有预建连接器的开源自动化构建器,为 Gumloop 的云端平台提供可自托管的替代方案。