# Gumloop vs Skyvern Gumloop records 379,557 monthly visits with -21.1% month-over-month growth and Freemium, Paid, Contact for Pricing pricing. Skyvern records 64,314 monthly visits with -37.1% growth and Freemium pricing. | Metric | [Gumloop](https://openaitools.app/tool/gumloop) | [Skyvern](https://openaitools.app/tool/skyvern) | | :--- | :--- | :--- | | Website URL | https://www.gumloop.com | https://www.skyvern.com | | Categories | AI Workflow, No-Code&Low-Code, AI Agent, AI Web Scraping | AI Workflow, AI Agent, AI Browsers, AI API | | Pricing Model | Freemium, Paid, Contact for Pricing | Freemium | | Monthly Visits | 379,557 | 64,314 | | MoM Growth Rate | -21.1% | -37.1% | | Primary Market | United States | United States | | Direct Visits | 125,579 | 21,249 | | Review Score | 4.4 | 4.5 | | Saved Count | 0 | 0 | | Supported Platforms | Website | Website | ## Gumloop Gumloop positions itself as "agent infrastructure" for teams that want AI to execute work rather than just answer questions. You describe a task in plain language, pick a model, attach the connectors your company already uses (Slack, HubSpot, Salesforce, Gmail, Gong, and hundreds more), and the agent runs it — on a schedule, on a trigger, or in a shared chat where colleagues can @mention it. Everything the agent can do is mirrored from what a human would do, including logging into sites with a saved credential, clicking through interfaces, uploading files, and pulling data back out. A big part of the pitch is governance. Gumloop puts credentials in a vault agents can use without ever seeing, records every browser session step by step with passwords masked, and gives admins role-based access, audit logs, AI spend insights, and per-agent model controls. Multiple providers — Anthropic, OpenAI, Google, xAI and open models — are available side by side, so teams can route cheap work to cheap models and hard reasoning to frontier ones. Pricing is usage-based with a credit system layered on top of a seat-free plan structure. The Pro tier starts at $37/month and bundles 20,000 credits, unlimited agents and unlimited seats, plus an orchestration fee on top of usage; Enterprise adds custom pricing, VPC options, SSO/SCIM, connector policies and dedicated support. There is a 14-day free trial to start. **Pricing & Plans:** 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. **Strengths:** 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 **Limitations:** 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/tool/gumloop.md) ## Skyvern Skyvern targets the most tedious category of office work: logging into portals, copying data between systems, downloading invoices and filling the same forms over and over. Rather than writing selectors that snap every time a website is redesigned, Skyvern gives an AI agent eyes on the page. It reasons about what it sees, decides which element to interact with, and completes the task the way a person would. There are several ways to build a workflow. You can describe it in chat and let the Copilot turn instructions into a structured workflow, upload an SOP document, demonstrate the task once and have Skyvern record it, or assemble it in a visual builder. Teams that prefer code can call the Python or TypeScript SDKs, or drive everything from Zapier, Make, n8n and Workato. Runs are designed to be repeatable and deterministic rather than a fresh improvisation each time, which matters for reliability and cost. Skyvern handles the parts of real websites that usually break automation: logins, two-factor authentication and TOTP, CAPTCHAs, and regional proxy requirements. It is open source with over 23,000 GitHub stars, self-hostable via Docker, and also available as a managed cloud with SOC 2 Type II and HIPAA compliance. Common uses include accounts payable invoice retrieval, structured data extraction, bulk form submission, lead enrichment and QA testing that survives UI changes. **Pricing & Plans:** Freemium. Skyvern offers a free tier and a 14-day free trial (cancel any time), usage-based paid plans, and custom enterprise pricing via a demo. Self-hosting the open-source version is free; you supply the compute and LLM costs. - **Vision-based browser automation:** Any workflow that a human can perform in a browser — logging in, filling forms, downloading files, navigating multi-step portals — can be described in plain language and executed by the agent. - **No brittle selectors:** The agent understands pages visually rather than through DOM selectors, so it keeps working when a site's UI is redesigned or its markup changes. - **Authentication and CAPTCHA handling:** Skyvern handles login flows, 2FA and TOTP codes, and solves CAPTCHAs natively without third-party solving services, plus country, state or zip-level proxy targeting. - **Structured data extraction:** Pull structured results from any site in a schema you define and export as CSV or JSON, with OCR and classification for downloaded documents and invoices. - **Integrations and developer SDKs:** Trigger workflows from Zapier, Make, n8n or Workato, or integrate code-first with the Python and TypeScript SDKs, webhooks and MCP support. - **Observability and explainable runs:** Every run produces an explainable summary of the actions taken and the reasoning behind them, plus observability and audit trails for production workflows. **Strengths:** Survives UI and layout changes that break selector-based scraper scripts; Handles logins, 2FA, TOTP and CAPTCHAs natively, reaching data behind portals; Open source with 23K+ GitHub stars and Docker-based self-hosting for full control; Multiple build paths: chat Copilot, SOP upload, task demonstration, visual builder or SDKs **Limitations:** Self-hosting requires Docker and infrastructure know-how, so it is not a fully hands-off option; LLM-driven runs cost more per execution than simple scripted selectors for trivial, static tasks; Best results still come from writing clear task instructions; vague prompts produce vague workflows; Full enterprise controls (SSO, governance, audit depth) sit in the sales-assisted tier [Profile (Markdown)](https://openaitools.app/tool/skyvern.md) ## Frequently Asked Questions ### How do Gumloop and Skyvern compare in monthly traffic? Gumloop has 379,557 monthly visits, while Skyvern has 64,314. Traffic estimates describe audience size, not product quality. ### How do their growth rates compare? Gumloop has a month-over-month growth rate of -21.1%; Skyvern has -37.1%. ### How does pricing compare? Gumloop: Freemium, Paid, Contact for Pricing. 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. Skyvern: Freemium. Freemium. Skyvern offers a free tier and a 14-day free trial (cancel any time), usage-based paid plans, and custom enterprise pricing via a demo. Self-hosting the open-source version is free; you supply the compute and LLM costs. ## Alternatives | # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) | | :--- | :--- | :--- | :--- | :--- | :--- | :--- | | 1 | [Manus](https://openaitools.app/tool/manus) | 19,195,779 | -1.7% | Free Trial | Executes autonomous multi-step web browser tasks, offering stronger general agentic execution than Gumloop's structured node pipelines. | [.md](https://openaitools.app/tool/manus.md) | | 2 | [Zapier](https://openaitools.app/tool/zapier-com) | 5,065,248 | +0.4% | Freemium, Free Trial, Paid | Automate work across thousands of apps — no code required | [.md](https://openaitools.app/tool/zapier-com.md) | | 3 | [n8n](https://openaitools.app/tool/n8n) | 4,522,449 | -7.4% | Freemium | Open-source workflow automation built for AI agents and technical teams | [.md](https://openaitools.app/tool/n8n.md) | | 4 | [Apify](https://openaitools.app/tool/apify) | 4,147,762 | +3.9% | Freemium, Contact for Pricing | Run thousands of ready-made web scrapers and AI agents from one cloud platform | [.md](https://openaitools.app/tool/apify.md) | | 5 | [MindStudio](https://openaitools.app/tool/mindstudio) | 1,793,337 | +14.2% | Contact for Pricing | Provides a visual builder for custom AI agents and workflows, similar to Gumloop's automation capabilities. | [.md](https://openaitools.app/tool/mindstudio.md) | | 6 | [CREAO](https://openaitools.app/tool/creao) | 619,749 | +39.2% | Freemium | Builds recurring automated business workflows connected to enterprise applications, mirroring Gumloop's integration focus. | [.md](https://openaitools.app/tool/creao.md) | | 7 | [Eigent AI](https://openaitools.app/tool/eigent-ai) | 575,703 | +1.4% | Freemium, Free Trial, Contact for Pricing | Open-source desktop AI workforce that runs browser, file, and app tasks for you | [.md](https://openaitools.app/tool/eigent-ai.md) | | 8 | [Taskade](https://openaitools.app/tool/taskade) | 539,714 | -9.4% | Freemium | Turn one prompt into live business apps, AI agents and automated workflows | [.md](https://openaitools.app/tool/taskade.md) | | 9 | [PhantomBuster](https://openaitools.app/tool/phantombuster) | 279,012 | -10.1% | Freemium, Free Trial, Paid | Focuses specifically on cloud web scraping and lead generation automation rather than general AI agent workflows. | [.md](https://openaitools.app/tool/phantombuster.md) | | 10 | [Tines](https://openaitools.app/tool/tines) | 273,260 | +24.4% | Freemium, Contact for Pricing | Delivers enterprise-grade security and governance for automated workflows, but requires more deliberate setup than Gumloop. | [.md](https://openaitools.app/tool/tines.md) | --- Source: https://openaitools.app/compare/gumloop-vs-skyvern More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)