# Gumloop vs Hezo

Gumloop records 379,557 monthly visits with -21.1% month-over-month growth and Freemium, Paid, Contact for Pricing pricing. Hezo records 0 monthly visits with 0% growth and Free, Paid (Cloud) pricing.

| Metric | [Gumloop](https://openaitools.app/tool/gumloop) | [Hezo](https://openaitools.app/tool/hezo) |
| :--- | :--- | :--- |
| Website URL | https://www.gumloop.com | https://hezo.ai |
| Categories | AI Workflow, No-Code&Low-Code, AI Agent, AI Web Scraping | AI Workflow, AI Writing Assistants, AI Tweet Generator, AI Website Builder |
| Pricing Model | Freemium, Paid, Contact for Pricing | Free, Paid (Cloud) |
| Monthly Visits | 379,557 | 0 |
| MoM Growth Rate | -21.1% | 0% |
| Primary Market | United States | Global |
| Direct Visits | 125,579 | 0 |
| Review Score | 4.4 | 4.6 |
| Saved Count | 0 | 0 |
| 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)

## Hezo

Hezo is built on the premise that one assistant is one context window, while real work needs a team. It lets you create and manage teams of AI agents with defined roles: a CEO at the top, captains in the middle, and specialists executing tasks. This meta-harness sits above the model layer and coordinates the whole team, so work moves on a heartbeat rather than a single prompt. A live task board with memory, goals the team reports against, and full work history keep everything visible — nothing happens off-screen.

A distinguishing feature is durable self-improvement. A Coach reviews every completed task and writes rules back into the right agent's prompt, so the same mistake does not land twice. These learned rules are additive, visible, and reversible. Agents also write their own reusable skill files and can load external ones, building know-how that compounds across runs. You can talk to your team live in real-time chat, including parallel threads, files, and memory, and Hezo joins your broader team through Slack, Telegram, and Discord.

Security and control are handled deliberately. Agents see secret placeholders rather than real values, secrets are encrypted at rest, and every project runs in an isolated container with a full audit trail. Budget caps stop runaway spend, and hires, sensitive actions, and publishing all wait for your approval. Hezo is open source and free to self-host with one binary and embedded Postgres, or you can use Hezo Cloud to avoid running a server. It works with frontier models including Anthropic, OpenAI, Google, and others, plus local models via Ollama and LM Studio.

**Pricing & Plans:** Free

- **Coordinated agent teams:** A CEO orchestrates captains and specialist workers — a meta-harness above the model layer that coordinates the whole team.
- **Self-improvement via Coach:** A Coach reviews finished work and writes durable rules back to each agent, so teams get better every week, additively and reversibly.
- **Task board and work history:** A live task board with memory, goals the team reports against, and a full work history behind every task.
- **Model choice with budget caps:** Ten model providers on one platform, including Anthropic, OpenAI, Google, and local options via Ollama and LM Studio, with hard spend caps per agent.
- **MCP connectors everywhere:** A built-in MCP server plus external connectors, so agents can drive the tools you already use.

**Strengths:** Open source and free to self-host with one binary and embedded Postgres; Role-based agent teams with a Coach that improves agents over time; Strong security: secret placeholders, container isolation, and audit trails; Hard per-agent budget caps to control spend

**Limitations:** Self-hosting requires running a server and managing your own model keys; Orchestrating a multi-agent team has a learning curve versus a single assistant; Agent runs cost money on cloud plans depending on model usage and budgets

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

## Frequently Asked Questions

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

Gumloop has 379,557 monthly visits, while Hezo has 0. 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%; Hezo has 0%.

### 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. Hezo: Free, Paid (Cloud). Free

## 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 | Open-source workflow automation built for AI agents and technical teams | [.md](https://openaitools.app/tool/n8n.md) |
| 4 | [Hermes-Agent](https://openaitools.app/tool/hermes-agent-1) | 3,638,741 | -5.4% | Freemium | A free, open-source personal AI agent that learns your projects and works across every messaging app. | [.md](https://openaitools.app/tool/hermes-agent-1.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 | AI agents that run recurring business work for your team | [.md](https://openaitools.app/tool/creao.md) |
| 7 | [Taskade](https://openaitools.app/tool/taskade) | 539,714 | -9.4% | Freemium | Turn one prompt into live business apps, AI agents and automated workflows | [.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 | Open-source AI automation that unifies agents, flows and 770+ app integrations | [.md](https://openaitools.app/tool/activepieces.md) |

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Source: https://openaitools.app/compare/gumloop-vs-hezo

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