The Gumloop alternative for agents that reach past the browser tab
Gumloop builds AI agents for teams from a plain-language description and runs them in its cloud. Robomotion is an agentic automation platform whose agents also drive the Windows desktop, Java applications and legacy software through RPA recorders, on a robot in our cloud or on your own network.
Par the Robomotion team, Robomotion · Mis à jour le
Where a cloud agent builder starts to strain
Gumloop is one of the fastest ways for a non-technical team to get a working AI agent connected to Slack, Gmail or a CRM. The friction shows up when the work leaves the SaaS stack.1
The system is not a web app
A desktop ERP client, a Java terminal or a vendor tool with no API is out of reach for an agent that lives in a cloud browser and a connector catalogue.
Credentials have to leave the building
A hosted agent needs the login handed to a hosted service. For some systems, security will not sign that off.
The credit balance is the uptime
Gumloop bills model tokens, compute and paid tool calls in credits. When the monthly allotment runs out, agents stop until pay-as-you-go is switched on.
Some work should not be reasoned afresh
A process that must produce the same output every morning is better as fixed steps with AI only where judgement is needed.
Robomotion vs Gumloop
Compared on the dimensions that decide a switch, not a full feature inventory. Where Gumloop behaviour depends on plan or configuration, we describe the published default rather than asserting a single answer.
| Critère | Robomotion | Gumloop |
|---|---|---|
| Time to a first agent | You build a flow on a visual canvas or hire a pre-built role agent from the Store. Either way there is a setup step before the first run. | You describe the work in plain language and Gumloop builds the agent, already connected to apps like Slack, Gmail, Salesforce and HubSpot. For a non-technical team that is a genuinely lower barrier. |
| Vendor compliance | Self-hosted and air-gapped deployment with a credential proxy and client-side encryption, but Robomotion is not SOC 2 certified today. | Gumloop states that it is SOC 2 Type II and GDPR compliant, which clears a procurement gate we currently do not. |
| What agents can drive | Browser, Windows desktop, Java and image or OCR recorders, exposed to flows and to AI agents as tools, so an agent can operate software that has no API. | App connectors, MCP integrations and a secure cloud browser with a credential vault and session replays. Desktop applications are not part of the published product. |
| Where it runs | Our cloud, your own machine, your network, or fully air-gapped. Credentials can stay inside your network even when orchestration is hosted. | Gumloop cloud by default, with a virtual private cloud deployment offered on the Enterprise plan. |
| Repeatable processes | Flows run fixed steps in a fixed order with retries and branches you control, and call an AI agent only at the steps that need judgement. | The product centres on agents that reason through each run. Its node-based Workflows product is still available but is now labelled legacy. |
| How usage is billed | Flat monthly plans that include development, application and production robots; extra robots from $19/mo. AI credits, Cloud Run minutes and proxy requests are metered per plan. | Pro starts at $37 a month with 20,000 credits and unlimited seats. Credits pay for model tokens, compute and paid tool calls at list price, plus an orchestration fee, and they reset monthly. |
Pour qui ?
If your work lives entirely in SaaS apps that Gumloop already connects to, your team is non-technical, and a hosted service with SOC 2 Type II is what procurement wants, Gumloop is a good answer and Robomotion would add setup you do not need. Robomotion fits when an agent has to operate a desktop or legacy application, or when the robot and its credentials have to sit inside your own network.
If a Gumloop agent handles the SaaS half of a process and a person still copies the result into a desktop application every afternoon, this comparison is for you.
Choisissez Gumloop si
- You want to describe an agent in plain language and have it built for you, with no canvas to learn.
- Your systems are SaaS apps with connectors or MCP servers, and nothing needs a desktop application driven for real.
- Unlimited seats matter, because many people across the company will build and share agents.
- Procurement requires a vendor with SOC 2 Type II today.
Peut-on utiliser les deux ?
Yes. Teams keep Gumloop for SaaS-side agents their business users already built, and use Robomotion for the steps that need a desktop application, a Java client, or a robot inside the network. Robomotion flows can be triggered over HTTP, so a Gumloop agent can hand work across and pick up the result.
FAQ : alternative à Gumloop
Is Gumloop easier to use than Robomotion?
For a non-technical team building its first agent, yes. Gumloop builds the agent from a plain-language description, while Robomotion asks you to build a flow or hire a pre-built agent. The trade-off appears later, when the process needs software that has no API or has to run on your own infrastructure.
Can Gumloop automate desktop applications?
Its published product covers app connectors, MCP integrations and a cloud browser, and does not include Windows or Java desktop automation. Robomotion has recorders for the browser, the Windows desktop, Java and image or OCR, and agents can use all of them as tools.
How does pricing compare?
Gumloop Pro starts at $37 a month with 20,000 credits that pay for model tokens, compute and paid tool calls, and the credits reset every month. Robomotion has flat monthly plans that include development, application and production robots, with extra robots from $19/mo, and AI credits, Cloud Run minutes and proxy requests metered per plan. Both meter AI usage; the difference is what else the plan includes.
Is Gumloop more secure than Robomotion?
On vendor certification, Gumloop is ahead: it states SOC 2 Type II and GDPR compliance, and Robomotion is not SOC 2 certified today. On where data lives, Robomotion can run self-hosted or fully air-gapped with a credential proxy, so secrets never leave your network. Which matters more depends on whether your gate is a certificate or data residency.
Can I move my Gumloop agents to Robomotion?
There is no automatic importer. The prompts and the logic transfer well, because a Robomotion agent takes the same instructions and tools. Rebuilding is usually only worth it for the agents that need a desktop application or an on-premises robot.
Give your agents the whole desktop
Start free and put one agent to work on the application your current tools cannot reach.
Vous comparez d’autres solutions ? Découvrez comment Robomotion se positionne.
1. Gumloop publishes its Pro and Enterprise plans, credit model and orchestration fee on its pricing page, and its cloud browser and SOC 2 Type II statement on its product and security pages (gumloop.com/pricing), consulté le 31 October 2026. Les informations sur le concurrent reflètent les conditions publiées à cette date ; les offres et fonctionnalités évoluent, vérifiez donc les conditions actuelles auprès de l’éditeur. Robomotion n’est pas affilié à Gumloop, et la marque Gumloop appartient à son propriétaire respectif.