# ego (lite) vs Gumloop

ego (lite) records 384,099 monthly visits with +97.6% month-over-month growth and Free pricing. Gumloop records 379,557 monthly visits with -21.1% growth and Freemium, Paid, Contact for Pricing pricing.

| Metric | [ego (lite)](https://openaitools.app/tool/ego-lite) | [Gumloop](https://openaitools.app/tool/gumloop) |
| :--- | :--- | :--- |
| Website URL | https://lite.ego.app | https://www.gumloop.com |
| Categories | AI Browsers, AI Agent, AI Web Scraping, AI Developer Tools | AI Workflow, No-Code&Low-Code, AI Agent, AI Web Scraping |
| Pricing Model | Free | Freemium, Paid, Contact for Pricing |
| Monthly Visits | 384,099 | 379,557 |
| MoM Growth Rate | +97.6% | -21.1% |
| Primary Market | China | United States |
| Direct Visits | 102,461 | 125,579 |
| Review Score | 4.4 | 4.4 |
| Saved Count | 0 | 0 |
| Supported Platforms | Website | Website |

## ego (lite)

ego (lite) is a free browser purpose-built for AI agents that need to operate real websites. It is based on Chromium and behaves like Chrome for everyday browsing, but it adds an agent layer: once you install the ego-browser skill, agents such as Claude Code, Codex, Cursor, Kiro and others can drive the browser directly, with no SDK and no remote debugging setup. You simply tell your agent what you want and it executes the task.

Its defining feature is login reuse. ego (lite) imports your entire Chrome setup in one click, so every site you are already signed into stays signed in and the agent inherits the same authenticated state. This makes it practical for automating Gmail, Notion, LinkedIn, SaaS dashboards and internal tools without maintaining selectors or login scripts. The agent works inside an isolated Space rather than your tabs, so it does not steal focus or take over your mouse.

Under the hood, ego (lite) builds semantic snapshots inside its own Chromium engine instead of injecting a script like many stock-Chrome tools. Snapshots arrive faster, actions run more reliably, and they reach into cross-origin iframes, shadow DOM and embedded widgets such as Stripe, Salesforce and Intercom. In ego's own real-world benchmark, ego-browser completed complex tasks roughly 47–63% faster than alternatives with a 93.5% success rate and a lower average cost per task. Browser data such as bookmarks, passwords and history stays on your computer. It is available for Mac and marketed as always free with no account required.

**Pricing & Plans:** ego (lite) is advertised as always free with no account required. Enterprise and solution pages exist for teams, but the core browser is positioned as free to download and use without setup.

- **Isolated Spaces:** The agent runs in an isolated Space inside the browser, so it never hijacks your tabs, mouse or focus. Switch in to watch, or ignore it and keep working.
- **One-click Chrome import:** ego (lite) imports your whole Chrome profile in one click, so every site you are signed into stays signed in and the agent inherits that session.
- **Deep semantic snapshots:** Snapshots are built inside the custom Chromium engine and reach into cross-origin iframes, shadow DOM and third-party widgets like Stripe, Salesforce and Intercom.
- **Fast, reliable, low-token:** Measured in ego's real-world benchmark, ego-browser completed complex tasks roughly 47–63% faster than rival tools with a 93.5% success rate and lower cost per task.
- **Any coding agent:** Works with Claude Code, Codex, Cursor, Kiro and any other agent that writes code — install once and type /ego-browser.

**Strengths:** Always free with no account or setup required; Inherits your existing Chrome logins, so agents work behind authentication immediately; Isolated Spaces keep agent work out of your personal tabs; Semantic snapshots reach iframes, shadow DOM and third-party widgets

**Limitations:** Focused on Mac, which limits teams on other operating systems; Best results require adopting the ego-browser skill and agent workflow; Benchmark claims come from the vendor's own measurements rather than independent testing

[Profile (Markdown)](https://openaitools.app/tool/ego-lite.md)

## 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)

## Frequently Asked Questions

### How do ego (lite) and Gumloop compare in monthly traffic?

ego (lite) has 384,099 monthly visits, while Gumloop has 379,557. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

ego (lite) has a month-over-month growth rate of +97.6%; Gumloop has -21.1%.

### How does pricing compare?

ego (lite): Free. ego (lite) is advertised as always free with no account required. Enterprise and solution pages exist for teams, but the core browser is positioned as free to download and use without setup. 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.

## 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 | Connects thousands of popular apps with robust traditional automations, but offers less native AI agent flexibility than Gumloop. | [.md](https://openaitools.app/tool/zapier-com.md) |
| 3 | [n8n](https://openaitools.app/tool/n8n) | 4,522,449 | -7.4% | Freemium | Provides powerful open-source node-based workflow automation, giving you more self-hosting control and flexibility than Gumloop. | [.md](https://openaitools.app/tool/n8n.md) |
| 4 | [Apify](https://openaitools.app/tool/apify) | 4,147,762 | +3.9% | Freemium, Contact for Pricing | Cloud scraping platform hosting ready-to-run actors for data extraction, but lacks interactive browser automation agents. | [.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 orchestrates browser and terminal tasks locally, but lacks Ego's specialized Chromium browser interface. | [.md](https://openaitools.app/tool/eigent-ai.md) |
| 8 | [Taskade](https://openaitools.app/tool/taskade) | 539,714 | -9.4% | Freemium | Combines AI task management with workflow automation, offering a more collaborative workspace than Gumloop's data pipeline focus. | [.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/ego-lite-vs-gumloop

More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)