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Custom AI agentsWe build and run an agent for one jobPricingAboutBlogGumloop Pro starts at $37 a month plus an 8% orchestration fee. Here are 9 alternatives for building AI agents and automations, with prices read on each vendor page, who each fits and one honest limit for each.
Checked October 26, 2026. Prices were read on each vendor's own pricing page; some vendors only quote through sales. Prices change: re-check before you buy. Dooza Crew is our product; we list it last and say where others fit better.
If you want control and self-hosting, use n8n. If your team already runs on Zapier, use Zapier Agents. For the cheapest paid start, try Make. For an AI assistant that works across your tools, try Lindy. For enterprise teams on Microsoft, use Copilot Studio. For a team of agents you brief in plain words instead of building, try Dooza Crew.
Gumloop lets business teams "Build, share, optimize & control agents" without code, and it gives each agent a real browser. Many users like it. Others look elsewhere because of:
To be fair, a Reddit reviewer wrote that "it gives non-developers a solid way to build real AI workflows", and Gumloop includes unlimited agents and seats on Pro.
| Tool | Best for | Cheapest paid plan | Runs a browser or computer for you | Hosted or self-host |
|---|---|---|---|---|
| Gumloop (for reference) | Business teams building no-code agents | Pro from $37/mo, 20,000 credits, plus 8% orchestration fee | Yes, a real browser for every agent | Hosted |
| Zapier Agents | Teams already on Zapier | Agents Pro $33.33/mo billed yearly ($50 monthly), 1,500 activities | Yes, web browsing and a Chrome extension | Hosted |
| n8n | Visual workflows with full control | Starter 20 euros/mo billed yearly, 2,500 executions | Not listed on the pricing page | Both |
| Make | Low-cost visual automation with AI agents | Make plan $9/mo billed yearly, 5,000 credits | Not listed on the pricing page | Hosted |
| Lindy | An AI assistant that works across your tools | Team $49.99/mo, 5,000 credits | Yes, computer use on Team | Hosted |
| Relevance AI | No-code "AI workforce" for sales and ops | Enterprise only; talk to sales | Not listed on the pricing page | Hosted |
| Microsoft Copilot Studio | Companies on Microsoft 365 and Azure | $200 a month for 25,000 Copilot Credits | Yes, computer use on a Windows machine | Hosted |
| Dify | Agentic workflows and RAG apps | Professional $590 a year per workspace | Not listed on the pricing page | Both |
| CrewAI | Developers building multi-agent crews | Free Basic (50 executions/mo); Enterprise custom | You add tools in code | Both |
| Dooza Crew (ours) | Small businesses that want a team of agents | $49/mo per organization (unlimited users and agents) with AI usage included (hard spending cap), 7 days free | Yes, each agent has its own computer and browser | Hosted |
Zapier says "Zapier Agents are the easiest way to delegate real work to AI", with access to 9,000+ apps. The free Agents plan lists web browsing and a Chrome extension.
n8n calls itself a "Fair-code workflow automation platform with native AI capabilities". Pricing is based on workflow executions, not steps.
Make says "Make AI Agents helps businesses automate complex work while keeping full visibility into how decisions are made." AI Agents are listed as available on all plans.
Lindy calls itself "the AI employee that plugs into your tools, learns how you work, and takes real work off your plate." It lists 1,500+ integrations.
Relevance AI pitches its plan "For companies looking to decouple growth from headcount via an AI Workforce." It lists 2,000+ integrations and calling and meeting agents.
Microsoft says "Copilot Studio is a platform for creating and managing custom agents, workflows, and apps with no code." Its computer use tool "lets your agent interact with and automate tasks on a Windows computer".
Dify's GitHub page says it helps you "Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace."
CrewAI describes itself on GitHub as a "Framework for orchestrating role-playing, autonomous AI agents". The framework is MIT-licensed, and there is a hosted platform with a visual editor.
You tell Dooza, your master agent, the job in plain words from the web or your phone; it plans it, builds the helper agents it needs (a researcher, a writer, an outreach agent) and reports back. Each agent has its own computer and browser in a private, isolated workspace; you watch every step live in chat.
Try Dooza Crew free for 7 days, or read Dooza vs Lindy.
Comparing more agent builders? See Zapier Agents alternatives, Lindy alternatives and Lyzr alternatives.
If you want control and the option to self-host, n8n is the usual pick. If your team already lives in Zapier, Zapier Agents adds agents on top of 9,000+ apps. Make is the cheapest paid entry point at $9 a month billed yearly. For an AI assistant that does work across your tools, try Lindy. If you would rather not build agents at all, Dooza Crew builds them for you from a plain-words brief, for $49 a month per organization.
Per Gumloop's pricing page (checked October 26, 2026): Pro starts at $37 a month with 20k credits a month, unlimited agents and seats, and a 14-day free trial. The page also lists an 8% orchestration fee on Pro. Enterprise is custom priced.
They fit different people. In an r/automation thread, one user summed it up: "Think of GumLoop as quick build, n8n as long-term scalable". n8n gives you more control, debugging and self-hosting. Gumloop is faster for non-technical teams and gives each agent a real browser.
Yes. n8n can be self-hosted from GitHub under its Sustainable Use License. Dify has a free self-hosted Community edition and a free cloud Sandbox. CrewAI is an MIT-licensed framework. Zapier Agents has a free plan with 400 activities a month, Make has a free plan with 1,000 credits a month, and Lindy starts you with $50 in free credits.
Some can. Zapier Agents lists web browsing and a Chrome extension. Lindy lists computer use on its Team plan. Microsoft Copilot Studio has a computer use tool for Windows. Each Dooza Crew agent has its own computer and browser in a private, isolated workspace.
If you want to build automations yourself, Make or n8n cost the least to start. If you want the work done without building, Dooza Crew is free for 7 days and then $49 a month per organization (unlimited users and agents) with AI usage included and a hard spending cap.
A lead AI agent plus helper agents that browse the web, write files and ask you before they send or pay. 7-day free trial (card required), then $49/month with AI usage included and a hard spending cap.
Zapier Agents is a paid add-on billed by activities, and users say they hit the limits fast. Here are 9 alternatives with prices read on each vendor page, who each fits, one honest limit for each, and the free options.
n8n is powerful, but its Sustainable Use License, execution-based cloud pricing, and self-hosting upkeep push many teams to look elsewhere. Here are the real alternatives by buyer type, with current sourced pricing, plus when a done-for-you service makes more sense than another tool.
Got busywork? Dooza it.
Try Dooza Crew, AI agents that do your busywork: 7-day free trial (card required), then $49/month with AI usage included and a hard spending cap. Want a custom agent built for you instead? A Dooza engineer scopes it on a free 30-minute call and it starts as a refundable pilot. See pricing.
Crew: 7-day free trial · Custom agents: refundable pilot, 100% refund within 14 days
Dooza builds AI products and services for small businesses. Custom Dooza agents start with a refundable pilot: 100% refund within 14 days.
Or start now: Dooza Crew, AI employees you chat with from web or phone, watching every step live in chat: free for 7 days, then $49 a month for your whole organization (unlimited users and agents, no per-seat fee) with AI usage included and a hard spending cap. Want it done for you instead? Dooza Managed, $200/month.