# Gumloop vs SuperAnnotate

Gumloop 每月有 379,557 次造訪，月增率 -21.1%，定價模式為免費增值、付費、需聯絡報價。SuperAnnotate 每月有 386,034 次造訪，成長率 +37.4%，定價模式為免費試用、需聯絡報價。

| 指標 | [Gumloop](https://openaitools.app/tw/tool/gumloop) | [SuperAnnotate](https://openaitools.app/tw/tool/super-annotate) |
| :--- | :--- | :--- |
| 網站網址 | https://www.gumloop.com | https://www.superannotate.com |
| 分類 | AI Workflow, 無程式碼與低程式碼, AI Agent, AI 網頁擷取 | AI Workflow, AI 開發者工具, AI 專案管理 |
| 定價模式 | 免費增值、付費、需聯絡報價 | 免費試用、需聯絡報價 |
| 每月造訪次數 | 379,557 | 386,034 |
| 月成長率 | -21.1% | +37.4% |
| 主要市場 | 美國 | 美國 |
| 直接造訪 | 125,579 | 248,258 |
| 評論分數 | 4.4 | 4.6 |
| 收藏數 | 0 | 0 |
| 支援平台 | 網站 | 網站 |

## Gumloop

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.

**價格與方案:** 14-day free trial; Pro starts at $37/month including 20,000 credits with unlimited agents and seats plus an orchestration fee on usage; Enterprise is custom-priced with contact sales.

- **No-code agent builder:** Describe the outcome you want and let teammates who understand the problem assemble the agent — no scripting or learning curve required.
- **400+ connectors and app triggers:** Wire agents into Slack, HubSpot, Salesforce, Gmail, Gong, NetSuite, Shopify and hundreds more tools, then fire them on schedules, webhooks or events.
- **Real browser with a credential vault:** Agents sign in with saved logins or 1Password, browse from trusted connections, clear CAPTCHAs, and hand the live session to a human when needed.
- **Any model, side by side:** Run 35+ models from Anthropic, OpenAI, Google, xAI and open-source providers, or bring your own API keys, with per-agent access control.
- **Enterprise governance by default:** Session recordings with masked passwords, audit logs, SCIM/SAML, role-based access, AI spend insights and custom data-retention rules.

**優勢:** Genuinely no-code: non-engineers can ship working agents without touching Python or JSON; Very broad connector library plus a real browser, so agents can reach tools that have no API; Strong enterprise controls — credential vault, masked session recordings, audit logs, RBAC, SSO; Model-agnostic with BYO API keys, which helps control cost and avoid lock-in

**限制:** Credit-plus-orchestration-fee pricing can be hard to forecast at high volume; The platform is evolving fast from workflows toward agents, so some docs and legacy features may feel transitional; Unlimited seats means real cost scales with usage rather than headcount, which surprises some buyers; Advanced governance (VPC, policies, dedicated support) sits behind custom Enterprise pricing

[Profile (Markdown)](https://openaitools.app/tw/tool/gumloop.md)

## SuperAnnotate

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.

**價格與方案:** SuperAnnotate publishes three main tiers: Starter, Pro, and Enterprise. Starter is described as an entry point for small projects, Pro targets scaled AI and MLOps workloads and is sold via a demo request, and Enterprise is quoted through sales for well-established, recurring, high-volume programs. Published plan comparison highlights compute orchestration allowances of roughly 1K compute hours on Starter, 2.5K on Pro, and 10K on Enterprise, with SSO, dedicated Slack channels, a customer success manager, a solutions engineer, and AI DataOps consulting reserved for higher tiers. Exact prices are not listed publicly, so you should contact the vendor for a quote.

- **Customizable multimodal editor:** One configurable annotation surface for image, video, text, and audio projects, so multimodal datasets can be labeled without switching tools.
- **Data curation and exploration:** Search, filter, and inspect datasets to find the examples that will most improve a model, then route them into targeted annotation or review queues.
- **Analytics and insights:** Dashboards for annotation volume, reviewer agreement, and project progress, plus advanced analytics on upper tiers for program-level reporting.
- **Compute orchestration:** Metered orchestration capacity for running annotation, evaluation, and data-processing workloads, scaled by plan from roughly 1K to 10K compute hours.
- **Managed Data Operations:** Optional access to SuperAnnotate's own annotation experts and AI DataOps consultants to run large or specialized data programs end to end.

**優勢:** Unified editor removes the need to maintain separate tools per modality; Rich project management and quality analytics suited to large distributed teams; Enterprise-grade governance features such as SSO and dedicated support channels; Managed data-operations services let you outsource complex or high-volume programs

**限制:** No public list price, so budgeting requires a sales conversation; Advanced analytics, SSO, and dedicated support are locked to higher tiers; The breadth of features can be heavy for individuals or very small teams; Compute orchestration capacity is metered and may require planning for large jobs

[Profile (Markdown)](https://openaitools.app/tw/tool/super-annotate.md)

## 常見問題

### Gumloop 與 SuperAnnotate 的每月流量相比如何？

Gumloop 每月有 379,557 次造訪，而 SuperAnnotate 有 386,034。流量估算反映受眾規模，並非產品品質。

### 兩者的成長率相比如何？

Gumloop 的月增率為 -21.1%；SuperAnnotate 為 +37.4%。

### 價格相比如何？

Gumloop：免費增值、付費、需聯絡報價。14-day free trial; Pro starts at $37/month including 20,000 credits with unlimited agents and seats plus an orchestration fee on usage; Enterprise is custom-priced with contact sales. SuperAnnotate：免費試用、需聯絡報價。SuperAnnotate publishes three main tiers: Starter, Pro, and Enterprise. Starter is described as an entry point for small projects, Pro targets scaled AI and MLOps workloads and is sold via a demo request, and Enterprise is quoted through sales for well-established, recurring, high-volume programs. Published plan comparison highlights compute orchestration allowances of roughly 1K compute hours on Starter, 2.5K on Pro, and 10K on Enterprise, with SSO, dedicated Slack channels, a customer success manager, a solutions engineer, and AI DataOps consulting reserved for higher tiers. Exact prices are not listed publicly, so you should contact the vendor for a quote.

## 替代方案

| # | 工具名稱 | 每月造訪次數 | 月成長率 | 定價模式 | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Manus](https://openaitools.app/tw/tool/manus) | 19,195,779 | -1.7% | 免費試用 | 執行自主的多步驟網頁瀏覽器任務，提供比 Gumloop 結構化節點管線更強大的通用代理執行能力。 | [.md](https://openaitools.app/tw/tool/manus.md) |
| 2 | [Zapier](https://openaitools.app/tw/tool/zapier-com) | 5,065,248 | +0.4% | 免費增值、免費試用、付費 | 透過強大的傳統自動化串連數千個熱門應用程式，但在原生 AI 代理的靈活性上不及 Gumloop。 | [.md](https://openaitools.app/tw/tool/zapier-com.md) |
| 3 | [n8n](https://openaitools.app/tw/tool/n8n) | 4,522,449 | -7.4% | 免費增值 | 提供強大的開源節點式工作流程自動化，比 Gumloop 具備更多自架掌控度與靈活性。 | [.md](https://openaitools.app/tw/tool/n8n.md) |
| 4 | [MindStudio](https://openaitools.app/tw/tool/mindstudio) | 1,793,337 | +14.2% | 需聯絡報價 | Provides a visual builder for custom AI agents and workflows, similar to Gumloop's automation capabilities. | [.md](https://openaitools.app/tw/tool/mindstudio.md) |
| 5 | [Labelbox](https://openaitools.app/tw/tool/labelbox) | 762,803 | -22.8% | 需聯絡報價 | 強大的企業級資料標註與代理自動化，但具備不同的協作介面與定價結構。 | [.md](https://openaitools.app/tw/tool/labelbox.md) |
| 6 | [Appen](https://openaitools.app/tw/tool/appen-com) | 665,840 | +0.2% | 需聯絡報價 | Extensive human-validated training datasets and alignment services, but lacks SuperAnnotate's self-serve software platform flexibility. | [.md](https://openaitools.app/tw/tool/appen-com.md) |
| 7 | [CREAO](https://openaitools.app/tw/tool/creao) | 619,749 | +39.2% | 免費增值 | Builds recurring automated business workflows connected to enterprise applications, mirroring Gumloop's integration focus. | [.md](https://openaitools.app/tw/tool/creao.md) |
| 8 | [Taskade](https://openaitools.app/tw/tool/taskade) | 539,714 | -9.4% | 免費增值 | 結合了 AI 任務管理與工作流程自動化，相較於 Gumloop 專注於資料管線，提供更具協作性的工作空間。 | [.md](https://openaitools.app/tw/tool/taskade.md) |
| 9 | [Weights & Biases（CoreWeave Forge）](https://openaitools.app/tw/tool/prompts) | 315,624 | -80.2% | 免費增值、需聯絡報價、免費 | Exceptional for ML experiment tracking and LLM evaluation, but does not provide traditional computer vision data labeling environments. | [.md](https://openaitools.app/tw/tool/prompts.md) |
| 10 | [PhantomBuster](https://openaitools.app/tw/tool/phantombuster) | 279,012 | -10.1% | 免費增值、免費試用、付費 | Focuses specifically on cloud web scraping and lead generation automation rather than general AI agent workflows. | [.md](https://openaitools.app/tw/tool/phantombuster.md) |

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來源：https://openaitools.app/tw/compare/gumloop-vs-super-annotate

More Markdown: [分類](https://openaitools.app/tw/categories.md) · [流量排名](https://openaitools.app/tw/rankings.md) · [llms.txt](https://openaitools.app/tw/llms.txt)