# Alloy vs Gumloop

Alloy records 76,711 monthly visits with -33.6% month-over-month growth and Freemium pricing. Gumloop records 379,557 monthly visits with -21.1% growth and Freemium, Paid, Contact for Pricing pricing.

| Metric | [Alloy](https://openaitools.app/tool/alloy) | [Gumloop](https://openaitools.app/tool/gumloop) |
| :--- | :--- | :--- |
| Website URL | https://alloy.app | https://www.gumloop.com |
| Categories | AI Workflow | AI Workflow, No-Code&Low-Code, AI Agent, AI Web Scraping |
| Pricing Model | Freemium | Freemium, Paid, Contact for Pricing |
| Monthly Visits | 76,711 | 379,557 |
| MoM Growth Rate | -33.6% | -21.1% |
| Primary Market | United States | United States |
| Direct Visits | 30,976 | 125,579 |
| Review Score | 4.2 | 4.4 |
| Saved Count | 0 | 0 |
| Supported Platforms | Website | Website |

## Alloy

Alloy flips the usual prototype workflow. Rather than starting from a blank canvas or a screenshot, you point it at the product you already ship. A browser extension captures pages with no setup, while connecting the codebase lets Alloy run the app in a sandbox and produce changes that are closer to production code. From there, prompting is conversational: describe a change, watch it render live, and keep iterating.

Because every session lives in the cloud, teammates and even customers can open a link and comment without installing a local developer environment. Sessions can also be kicked off from Slack and run in parallel. When a prototype is settled, Alloy can export it, expose it over MCP, or turn it into a GitHub Pull Request, which shortens the handoff step that normally slows product work down.

Alloy also fits into the surrounding tool stack: integrations pull insights and customer requests from other systems, Figma import and export keeps design teams in the loop, and you can route prompts through your own Claude or ChatGPT subscription instead of burning Alloy credits on supported models.

**Pricing & Plans:** Freemium model. There is a free starting tier, paid plans (Pro workspaces unlock things such as Figma import), and an Enterprise offering. Exact prices vary by plan, so check the pricing page before budgeting.

- **Prototype from your real product:** Use a no-setup browser extension to capture live pages, or connect your codebase so Alloy runs your app in a sandbox and writes code that fits your stack.
- **Design-system aware output:** Upload your library so the agent builds with your real components, tokens, and assets instead of producing off-brand screens.
- **Cloud sessions and instant sharing:** Every session runs in the cloud; share a link so teammates or customers can view, comment, and give feedback without local setup.
- **Figma import and export:** Pull a Figma frame into Alloy as a working prototype, then send prototype screens back into a Figma Design file.
- **Push to a Pull Request:** Convert a finished session into a GitHub Pull Request, or access it through MCP, to move from idea to shipped change faster.

**Strengths:** Works from your real product, codebase, and design system rather than generic templates; Cloud sessions and links remove local environment setup for non-engineers; Clear path from prototype to production via GitHub Pull Requests and MCP; Can use your own Claude or ChatGPT subscription for supported models

**Limitations:** Connecting a codebase requires admin permissions and roughly 15 minutes of setup; Figma Make files are not supported yet, and some capabilities are gated to Pro workspaces; Value depends heavily on having an existing product to prototype against

[Profile (Markdown)](https://openaitools.app/tool/alloy.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 Alloy and Gumloop compare in monthly traffic?

Alloy has 76,711 monthly visits, while Gumloop has 379,557. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Alloy has a month-over-month growth rate of -33.6%; Gumloop has -21.1%.

### How does pricing compare?

Alloy: Freemium. Freemium model. There is a free starting tier, paid plans (Pro workspaces unlock things such as Figma import), and an Enterprise offering. Exact prices vary by plan, so check the pricing page before budgeting. 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 | [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 | [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) |
| 6 | [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) |
| 7 | [UX Pilot](https://openaitools.app/tool/ux-pilot) | 537,999 | +2.9% | Freemium | From idea or sketch to editable wireframes, hi-fi UI and code in minutes | [.md](https://openaitools.app/tool/ux-pilot.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/alloy-vs-gumloop

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