# Gumloop vs Kolena

Gumloop records 379,557 monthly visits with -21.1% month-over-month growth and Freemium, Paid, Contact for Pricing pricing. Kolena records 11,876 monthly visits with -12% growth and Contact for Pricing pricing.

| Metric | [Gumloop](https://openaitools.app/tool/gumloop) | [Kolena](https://openaitools.app/tool/kolena-restructured) |
| :--- | :--- | :--- |
| Website URL | https://www.gumloop.com | https://www.kolena.com |
| Categories | AI Workflow, No-Code&Low-Code, AI Agent, AI Web Scraping | AI Agent, AI Workflow, AI OCR, AI Document Extraction |
| Pricing Model | Freemium, Paid, Contact for Pricing | Contact for Pricing |
| Monthly Visits | 379,557 | 11,876 |
| MoM Growth Rate | -21.1% | -12% |
| Primary Market | United States | United States |
| Direct Visits | 125,579 | 4,749 |
| Review Score | 4.4 | 4.4 |
| Saved Count | 0 | 1 |
| 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)

## Kolena

Kolena automates document-heavy workflows rather than acting as a general chat app. It pulls input files straight from Google Drive, SharePoint, or email, applies your extraction and analysis logic, generates output using your custom template, and delivers it to the destination you define — running hundreds or thousands of documents in parallel in minutes instead of weeks. Core use cases span real estate lease abstraction, quarterly lease audits, and due diligence; insurance claims processing, risk profiling, and loss run analysis; banking regulatory review, compliance testing, and loan package review; and financial services modelling and investment memos.

Beyond extraction, Kolena emphasizes process documentation and alignment. Every rule, policy, and process your team runs is captured in agents, creating living documentation for training, compliance, and risk management, and keeping written policy and executed work aligned. Teams can also ask questions in plain language and get cited answers, with agent logic re-aligning in minutes when a policy changes.

A catalog of expert-built, verified agents lets non-AI teams get started without building models: pick an agent for leases, loss runs, loan onboarding, or compliance testing, point it at your documents, and run it. Kolena also continuously benchmarks new models and lets you upgrade in one click, while reporting 99.2% extraction accuracy monitoring along with SOC 2, HIPAA, and PCI compliance, complete audit trails, encryption, and no training on customer data.

**Pricing & Plans:** Kolena is offered as contact-for-pricing enterprise software, with a free sign-up path and demo requests; exact tiers and rates are provided through a conversation with their team.

- **End-to-end process automation:** Auto-ingest from Google Drive, SharePoint, or email, apply your extraction and analysis logic, generate from your custom output template, and export to your destination, thousands of documents in parallel.
- **Industry-specific solutions:** Purpose-built workflows for real estate, financial services, insurance, and banking, from lease abstraction and loan sizing to claims processing and compliance testing.
- **Expert-built agent catalog:** Hundreds of verified agents across leases, loss runs, loan onboarding, and compliance testing that you can launch and customize without AI expertise.
- **Living documentation and cited answers:** Policies and process logic live inside agents for training and compliance, with plain-language questions returning cited answers and policy changes re-aligning agents in minutes.
- **Continuous model benchmarking:** Kolena's team benchmarks the latest models monthly so you can upgrade in one click and pick the most accurate, cost-efficient model per task.

**Strengths:** Automates the full document workflow, not just extraction or a chat interface; Industry-verified agent library lets non-AI teams start in minutes; Strong security and compliance posture with SOC 2, HIPAA, PCI, audit trails, and no training on customer data

**Limitations:** Enterprise, contact-for-pricing model makes it hard to evaluate cost without a sales conversation; Value depends on connecting it to your document sources and tuning output templates; Best fit for document-heavy regulated industries rather than general-purpose use

[Profile (Markdown)](https://openaitools.app/tool/kolena-restructured.md)

## Frequently Asked Questions

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

Gumloop has 379,557 monthly visits, while Kolena has 11,876. 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%; Kolena has -12%.

### 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. Kolena: Contact for Pricing. Kolena is offered as contact-for-pricing enterprise software, with a free sign-up path and demo requests; exact tiers and rates are provided through a conversation with their team.

## 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 | [Harvey](https://openaitools.app/tool/harvey-ai) | 1,832,998 | +26.1% | Contact for Pricing | Domain-specific AI for law firms, in-house legal teams, and professional services | [.md](https://openaitools.app/tool/harvey-ai.md) |
| 5 | [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) |
| 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-kolena-restructured

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