# Ballet vs Gumloop

Ballet records 0 monthly visits with -100% month-over-month growth and Freemium pricing. Gumloop records 379,557 monthly visits with -21.1% growth and Freemium, Paid, Contact for Pricing pricing.

| Metric | [Ballet](https://openaitools.app/tool/ballet) | [Gumloop](https://openaitools.app/tool/gumloop) |
| :--- | :--- | :--- |
| Website URL | https://www.ballet.dev | https://www.gumloop.com |
| Categories | AI Workflow | AI Workflow, No-Code&Low-Code, AI Agent, AI Web Scraping |
| Pricing Model | Freemium | Freemium, Paid, Contact for Pricing |
| Monthly Visits | 0 | 379,557 |
| MoM Growth Rate | -100% | -21.1% |
| Primary Market | Global | United States |
| Direct Visits | 0 | 125,579 |
| Review Score | 4.2 | 4.4 |
| Saved Count | 0 | 0 |
| Supported Platforms | Website | Website |

## Ballet

Ballet targets the teams that spend their days moving data between CRM, support, billing and communication tools. Instead of mapping fields by hand or buying a separate connector for every system, an operator writes a short description of the process — for example, drafting a closed-won handover from the last sales call and posting it to the account owner. Ballet turns that description into a multi-step playbook with triggers, integration calls, AI drafting steps and human approval gates.

The platform supports connectors for services such as Salesforce, HubSpot, Gong, Slack, Zendesk and Notion, and can also call MCP servers or any API. When a service has no existing connector, Ballet writes the integration as part of the build, which removes one of the biggest blockers for automation programmes. Runs can be triggered on demand, on a schedule or from a webhook, and can also be invoked from the Chrome extension, the Claude connector or the Slack agent so work starts where the user already is.

A distinguishing design choice is the split between fixed rules and AI. Steps that must be exact run as deterministic code, while model-driven steps are reserved for judgement-heavy work like summarising a call or drafting a reply. Every run is logged with what each step read, what it changed, and how long it took, which gives operations teams an audit trail they can trust. Ballet also includes a reporting layer that answers ad-hoc customer questions across multiple systems without a separate BI project.

**Pricing & Plans:** Ballet offers a free trial and a demo-led sales process, with an Enterprise tier for larger organisations. Consumption is metered in credits, where each playbook run consumes credits based on the steps involved. Consult the vendor's pricing page for current plan details.

- **Natural-language playbook composer:** Describe a workflow in everyday language and Ballet returns an editable, step-by-step plan with triggers, inputs and approvals before anything goes live.
- **Deep integration coverage:** Ships connectors for CRM, support, billing and messaging tools, and can write a custom integration for services that have no connector or only an API.
- **Rules plus AI, deliberately separated:** Deterministic steps handle work that must be exact, while AI steps handle judgement calls such as drafting from a transcript or summarising a thread.
- **Run anywhere, with full audit trail:** Trigger runs from schedules, webhooks, Chrome, Claude or Slack, and inspect exactly what each step read, changed and how long it took.
- **Built-in reporting layer:** Ask cross-system questions in plain English and get a shareable report assembled from CRM, call, support and billing data.

**Strengths:** Workflows are described in plain English, so business teams can build automations without writing code; Handles services that have no pre-built connector by generating the integration during the build; Fixed rules and AI steps are clearly separated, making behaviour predictable across repeated runs; Runs can be launched from Chrome, Claude or Slack, so automation stays close to daily work

**Limitations:** Pricing is quote-oriented for larger teams, so cost is harder to estimate up front than per-seat tools; The platform is aimed at multi-system operations work, which is overkill for simple single-app automations; Value depends on connecting several business systems first, which requires an initial setup effort

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

## 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)

## Frequently Asked Questions

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

Ballet has 0 monthly visits, while Gumloop has 379,557. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Ballet has a month-over-month growth rate of -100%; Gumloop has -21.1%.

### How does pricing compare?

Ballet: Freemium. Ballet offers a free trial and a demo-led sales process, with an Enterprise tier for larger organisations. Consumption is metered in credits, where each playbook run consumes credits based on the steps involved. Consult the vendor's pricing page for current plan details. 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.

## 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 | [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 | Builds recurring automated business workflows connected to enterprise applications, mirroring Gumloop's integration focus. | [.md](https://openaitools.app/tool/creao.md) |
| 6 | [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) |
| 7 | [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) |
| 8 | [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) |
| 9 | [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) |
| 10 | [Nanonets](https://openaitools.app/tool/nanonets) | 221,826 | -10.6% | Free Trial, Paid, Contact for Pricing | Excels at automated document processing and data extraction, whereas Gumloop handles broader web automation and multi-app workflows. | [.md](https://openaitools.app/tool/nanonets.md) |

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

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