# Adaptive vs Gumloop

Adaptive records 13,843 monthly visits with -48.2% month-over-month growth and Freemium, Paid, Free pricing. Gumloop records 379,557 monthly visits with -21.1% growth and Freemium, Paid, Contact for Pricing pricing.

| Metric | [Adaptive](https://openaitools.app/tool/adaptive-the-agent-computer) | [Gumloop](https://openaitools.app/tool/gumloop) |
| :--- | :--- | :--- |
| Website URL | https://adaptive.ai | https://www.gumloop.com |
| Categories | AI Agent, AI Workflow, No-Code&Low-Code, AI Productivity Tools | AI Workflow, No-Code&Low-Code, AI Agent, AI Web Scraping |
| Pricing Model | Freemium, Paid, Free | Freemium, Paid, Contact for Pricing |
| Monthly Visits | 13,843 | 379,557 |
| MoM Growth Rate | -48.2% | -21.1% |
| Primary Market | United States | United States |
| Direct Visits | 5,608 | 125,579 |
| Review Score | 4.3 | 4.4 |
| Saved Count | 1 | 0 |
| Supported Platforms | Website | Website |

## Adaptive

Adaptive bills itself as "an AI coworker for your business." Rather than one chatbot answering questions, it runs multiple agents that execute real operational tasks: reviewing suspicious signup domains each morning, drafting weekly product updates from GitHub commits, converting a spreadsheet into a working internal tool, researching and contacting niche creators, or triggering loyalty offers after a customer's first purchase. Work is described conversationally and managed from a computer or the native iOS app.

The platform is unusual in that it combines automation with building. Beyond scheduled agents and workflows, Adaptive can generate logos, imagery, promo video, music, and voiceover for a new product line, and it can turn an existing spreadsheet or document into a lightweight application. It can also be pointed at a GitHub repository, read the code, make changes, and push commits back — a workflow the company highlights as useful from a phone. Connections include Gmail, Slack, Google Sheets, Calendar, Notion, Discord, GitHub, Square, and Stripe, with the general claim that anything with an API can usually be reached.

Adaptive positions itself around solo founders, inventors, and small business owners rather than enterprise IT. Security is framed accordingly: CASA Tier 2 certification, encryption in transit and at rest, scoped OAuth permissions per connection, and human-in-the-loop approvals on sensitive steps. The site lists a free tier alongside paid plans, and customers include founders running SaaS products and hospitality operators managing multi-location dashboards.

**Pricing & Plans:** Adaptive offers a free tier plus paid plans, with a dedicated pricing page on the site. Exact plan prices are not fixed in this directory entry, so check the official pricing page for current tiers and limits.

- **Multi-agent execution:** Multiple agents work in parallel on separate tasks — sales, marketing, research, or development — rather than a single conversational assistant handling one thread at a time.
- **Plain-English configuration:** Describe the outcome you want and Adaptive handles scheduling, tool connections, and execution without requiring you to write code.
- **Build tools and apps from your files:** Drop in a spreadsheet or document and have it converted into a simple working app, such as turning a property-scoring sheet into a listing-URL evaluator.
- **GitHub read and write access:** Point Adaptive at a repository, let it read the code, make changes, and push commits back — workable even from a phone.
- **Mobile control with background runs:** Agents keep executing while your phone is locked or laptop closed, and you can launch work or approve changes from the iOS app.

**Strengths:** Handles genuine operational work in parallel across sales, marketing, research, and light development.; No coding required: workflows, tools, and even app changes are specified in plain English.; Native iOS app with agents that continue running in the background.; Can read and modify existing GitHub repositories, not just generate new files.

**Limitations:** Broad capability scope means each individual feature may be less deep than a specialized point tool.; Autonomous agents touching live business tools require careful permission and review setup.; Exact paid tier pricing and usage limits must be checked on the official pricing page.

[Profile (Markdown)](https://openaitools.app/tool/adaptive-the-agent-computer.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 Adaptive and Gumloop compare in monthly traffic?

Adaptive has 13,843 monthly visits, while Gumloop has 379,557. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Adaptive has a month-over-month growth rate of -48.2%; Gumloop has -21.1%.

### How does pricing compare?

Adaptive: Freemium, Paid, Free. Adaptive offers a free tier plus paid plans, with a dedicated pricing page on the site. Exact plan prices are not fixed in this directory entry, so check the official pricing page for current tiers and limits. 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 | [TraeWork](https://openaitools.app/tool/traework) | 2,785,249 | -7.8% | Contact for Pricing | ByteDance's AI-native workspace for natural-language task execution | [.md](https://openaitools.app/tool/traework.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/adaptive-the-agent-computer-vs-gumloop

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