# Gumloop vs Mediar

Gumloop records 379,557 monthly visits with -21.1% month-over-month growth and Freemium, Paid, Contact for Pricing pricing. Mediar records 4,369 monthly visits with +14.9% growth and Contact for Pricing pricing.

| Metric | [Gumloop](https://openaitools.app/tool/gumloop) | [Mediar](https://openaitools.app/tool/mediar) |
| :--- | :--- | :--- |
| Website URL | https://www.gumloop.com | https://mediar.ai |
| Categories | AI Workflow, No-Code&Low-Code, AI Agent, AI Web Scraping | AI Copilot, AI Document Extraction, AI PDF, AI Agent |
| Pricing Model | Freemium, Paid, Contact for Pricing | Contact for Pricing |
| Monthly Visits | 379,557 | 4,369 |
| MoM Growth Rate | -21.1% | +14.9% |
| Primary Market | United States | United States |
| Direct Visits | 125,579 | 1,716 |
| Review Score | 4.4 | 4.1 |
| Saved Count | 0 | 28 |
| 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)

## Mediar

Mediar targets the long tail of business processes that live inside legacy desktop software — ERP screens, claims portals, hospital systems and spreadsheets that have no usable API. Instead of drawing on screen coordinates or guessing click targets from screenshots, Mediar drives applications through operating-system accessibility APIs, which is why the company claims deterministic results rather than the sub-50% success rates it attributes to vision-based computer-use tools.

The workflow is deliberately simple. A user records themselves completing a task such as entering invoices from a PDF into SAP Business One, and Mediar's agent turns that demonstration into a reusable workflow that can be tested and deployed in the cloud. Marketing pages emphasise a one-week path to production, self-healing behaviour when interfaces change, and ROI illustrations such as processing eleven invoices in a minute instead of an hour.

The platform is positioned against both classic RPA suites and newer browser-based computer-use agents. Typical buyers are operations, finance, insurance, healthcare and banking teams that have large volumes of form filling, reconciliation, PDF-to-Excel conversion or CRM/ERP data entry work and want automation without a long consultant-led implementation.

**Pricing & Plans:** Mediar does not publish self-serve tiers; the site routes visitors to a demo call and lists a per-minute plus credits model after an initial turn-key program. Contact Mediar for a quote.

- **Record-once workflow builder:** Capture a task as you perform it in a Windows application and let Mediar turn the demonstration into a reusable automation in about half a minute.
- **Accessibility-API automation:** The agents interact with applications through OS-level accessibility interfaces instead of pixels or coordinates, which Mediar presents as the basis for its reliability claims.
- **Self-healing execution:** Workflows adapt when an application's layout or fields shift, reducing the maintenance burden that typically follows RPA rollouts.
- **Cloud-run monitoring dashboard:** Track active workflows, executions, average speed, success rates and estimated cost savings from a single console.
- **API-free legacy integration:** Automate SAP, Oracle, Excel and other systems that expose no integration endpoints, plus PDF-heavy form and claims processing.

**Strengths:** Works with legacy Windows applications that have no APIs; Accessibility-API approach avoids fragile pixel and coordinate clicking; Workflows are built by demonstration rather than development; Clear ROI framing and published customer stories about replacing older RPA tools

**Limitations:** No public pricing tiers, so budgeting requires a sales conversation; Scope is centred on Windows desktop applications rather than a fully cross-platform stack; Cloud execution and monitoring mean ongoing per-usage cost after the initial programme

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

## Frequently Asked Questions

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

Gumloop has 379,557 monthly visits, while Mediar has 4,369. 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%; Mediar has +14.9%.

### 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. Mediar: Contact for Pricing. Mediar does not publish self-serve tiers; the site routes visitors to a demo call and lists a per-minute plus credits model after an initial turn-key program. Contact Mediar for a quote.

## 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 | Automate work across thousands of apps — no code required | [.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 | AI agents that run recurring business work for your team | [.md](https://openaitools.app/tool/creao.md) |
| 6 | [Eigent AI](https://openaitools.app/tool/eigent-ai) | 575,703 | +1.4% | Freemium, Free Trial, Contact for Pricing | Open-source desktop AI workforce that runs browser, file, and app tasks for you | [.md](https://openaitools.app/tool/eigent-ai.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-mediar

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