# Gumloop vs Skylight

Gumloop records 379,557 monthly visits with -21.1% month-over-month growth and Freemium, Paid, Contact for Pricing pricing. Skylight records 0 monthly visits with 0% growth and Freemium pricing.

| Metric | [Gumloop](https://openaitools.app/tool/gumloop) | [Skylight](https://openaitools.app/tool/skylight) |
| :--- | :--- | :--- |
| Website URL | https://www.gumloop.com | https://www.launchskylight.com |
| Categories | AI Workflow, No-Code&Low-Code, AI Agent, AI Web Scraping | AI Agent, AI Testing, No-Code&Low-Code, AI Developer Tools |
| Pricing Model | Freemium, Paid, Contact for Pricing | Freemium |
| Monthly Visits | 379,557 | 0 |
| MoM Growth Rate | -21.1% | 0% |
| Primary Market | United States | Global |
| Direct Visits | 125,579 | 0 |
| Review Score | 4.4 | 4.7 |
| 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)

## Skylight

Skylight is infrastructure for computer-use agents. Rather than bolting automation onto a local machine, it hosts virtual Windows computers built specifically to be operated by AI, then exposes them through a clean API. The workflow is three steps: get a computer, drive it with agents, and supervise. Each instance comes ready with remote access and can be loaded with the custom applications a workflow depends on.

Agents talk to the machines through the Interactions API, which covers programmatic mouse clicks, keyboard input and screenshots. You can use Skylight's built-in agent, which learns how you like to work over time, or bring your own. Python and TypeScript SDKs can be used natively as an MCP server, which makes the platform a natural fit for agent frameworks. A no-code Playground lets anyone hand the agent a natural-language instruction and watch it act on a live Windows desktop in real time.

Control and scale are treated as core features, not extras. Every computer can be streamed live, safety guardrails restrict what the agent is allowed to do, and the agent asks for confirmation before destructive actions, so a human can intervene at any point. Multiple desktops can run concurrently, instances persist across stop and start, and files created on a virtual machine can be downloaded locally. The vendor reports over 30,000 instances launched and more than 10 million API interactions.

**Pricing & Plans:** Skylight offers a Free tier at $0/month that includes $5 worth of credits, no credit card required, plus unlimited concurrent computers, interactions and file downloads. Pro is $20/month and adds $20 of credits, unlimited file uploads and priority one-to-one support. Enterprise is custom-priced and can run on your own virtual machines. On top of plans, usage is metered: active computers cost $0.005 per minute, hibernated computers $0.0005 per minute, each agent step (screenshot, click, type) costs $0.003, and each file upload or download costs $0.05.

- **Virtual Windows computers on demand:** Spin up virtual Windows instances on demand, each ready to use with remote access and any custom apps your workflow needs.
- **Agentic control via API, SDKs and MCP:** Agents interact through the Interactions API to take screenshots, click, type and send keyboard commands, with Python and TypeScript SDKs and a native MCP server.
- **Human-in-the-loop supervision:** Define safety guardrails, require confirmation before destructive actions, stream all computers live and take over control at any moment.
- **No-code Playground:** Give natural-language instructions to the built-in Windows agent and watch it complete tasks on a real desktop without writing any code.
- **Scale, persistence and file transfer:** Deploy and coordinate many concurrent VMs, stop and resume instances without losing progress, and download files produced on the virtual machine.

**Strengths:** Purpose-built virtual Windows machines for agents instead of fragile local scripting; Free tier with $5 of credits and no credit card required to start; Python and TypeScript SDKs plus a native MCP server fit modern agent stacks; Human-in-the-loop confirmation, live streaming and guardrails reduce automation risk

**Limitations:** Metered consumption (per-minute VMs plus per-step agent actions) can be harder to forecast than a flat seat price; Focused on Windows-only virtual computers, so macOS or Linux workloads need other tooling; Fully guarded, large-scale automation is best supported through the SDKs, which assumes some developer skill; Enterprise pricing for deploying on your own VMs is custom and requires contacting sales

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

## Frequently Asked Questions

### How do Gumloop and Skylight compare in monthly traffic?

Gumloop has 379,557 monthly visits, while Skylight has 0. 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%; Skylight has 0%.

### 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. Skylight: Freemium. Skylight offers a Free tier at $0/month that includes $5 worth of credits, no credit card required, plus unlimited concurrent computers, interactions and file downloads. Pro is $20/month and adds $20 of credits, unlimited file uploads and priority one-to-one support. Enterprise is custom-priced and can run on your own virtual machines. On top of plans, usage is metered: active computers cost $0.005 per minute, hibernated computers $0.0005 per minute, each agent step (screenshot, click, type) costs $0.003, and each file upload or download costs $0.05.

## 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 | Open-source workflow automation built for AI agents and technical teams | [.md](https://openaitools.app/tool/n8n.md) |
| 4 | [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) |
| 5 | [KaneAI](https://openaitools.app/tool/kaneai) | 901,340 | +13.2% | Freemium, Paid, Contact for Pricing | GenAI-native end-to-end QA agent that plans, writes and heals tests in plain language | [.md](https://openaitools.app/tool/kaneai.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 | [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) |
| 8 | [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) |
| 9 | [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) |
| 10 | [Activepieces](https://openaitools.app/tool/activepieces) | 258,553 | +1.5% | Freemium | Offers an open-source automation builder with prebuilt connectors, providing a self-hostable alternative to Gumloop's cloud platform. | [.md](https://openaitools.app/tool/activepieces.md) |

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Source: https://openaitools.app/compare/gumloop-vs-skylight

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