# Claude vs Gumloop

> Claude: Anthropic's AI assistant for writing, analysis, coding and working with files
> Gumloop: Build AI agents that work across your company's apps, with IT in control

- Claude profile: https://finderatlas.com/tools/claude
- Gumloop profile: https://finderatlas.com/tools/gumloop
- Comparison page: https://finderatlas.com/compare/claude-vs-gumloop
- Last reviewed: November 2026

## Verdict

Claude is listed under AI Assistants and Gumloop under Productivity. Claude scores higher in FinderAtlas's editorial review (9.1 vs 8.0 out of 10). Only Claude has a free plan or trial. Only Claude is available on Windows, macOS and iOS. Only Gumloop is available on CLI.

### Choose Claude if

- You want a tool built for coding and code review.
- Free plan includes web search, file creation, code execution and memory.
- Artifacts show generated code and pages beside the chat.

### Choose Gumloop if

- You want a tool built for lead enrichment, CRM updates, meeting prep, SEO research, support triage, competitor monitoring and scheduled reporting across connected apps.
- Model-agnostic, with 35+ models and bring-your-own-key support.
- Unlimited agents, seats and teams on the $37 Pro plan.

## Pricing

| | Claude | Gumloop |
| --- | --- | --- |
| Pricing model | Freemium | Free trial |
| Free plan or trial | Yes | No |
| Starting price | $0 | $37 |

## Features

| Feature | Claude | Gumloop |
| --- | --- | --- |
| Artifacts | Yes | Yes |
| Projects | Yes | Not listed |
| Claude Code | Yes | Not listed |
| File creation and code execution | Yes | Not listed |
| Web search and Research | Yes | Not listed |
| Memory | Yes | Not listed |
| Connectors | Yes | Not listed |
| Vision and document reading | Yes | Not listed |
| Claude in Chrome | Yes | Not listed |
| Agents | Not listed | Yes |
| Triggers | Not listed | Yes |
| Skills | Not listed | Yes |
| Connectors and MCP | Not listed | Yes |
| Company Brain | Not listed | Yes |
| Model Choice and BYOK | Not listed | Yes |
| Enterprise Controls | Not listed | Yes |
| Developer Access | Not listed | Yes |
| Chrome Extension | Not listed | Yes |

## Platforms

| Platform | Claude | Gumloop |
| --- | --- | --- |
| Web | Yes | Yes |
| Windows | Yes | No |
| macOS | Yes | No |
| iOS | Yes | No |
| Android | Yes | No |
| API | Yes | Yes |
| Browser Extension | No | No |
| Linux | Yes | No |
| Chrome Extension | Yes | Yes |
| CLI | No | Yes |

## Claude strengths

- Free plan includes web search, file creation, code execution and memory
- Artifacts show generated code and pages beside the chat
- Claude Code is included with Pro, Max, Ultra and Team
- Connectors use MCP to reach Slack, Google Workspace and other tools
- Available on web, desktop, iOS and as a Chrome extension, plus an API and major cloud platforms

## Claude limitations

- Usage limits on every plan, with weekly caps (and five-hour caps below Ultra) and no published message counts
- Does not generate images
- The higher individual tiers are costly: Max is $100 per month and Ultra is $200 per month
- Linux desktop app is still in beta

## Gumloop strengths

- Model-agnostic, with 35+ models and bring-your-own-key support.
- Unlimited agents, seats and teams on the $37 Pro plan.
- Broad connector coverage, including external and custom MCP servers.
- Developer surfaces include REST API, MCP server, CLI and SDKs.
- Admin controls such as audit logs, RBAC, spend insights and optional VPC.

## Gumloop limitations

- No permanent free plan; access starts with a 14-day trial of Pro.
- Credit-based billing with an 8% orchestration fee (16% with BYOK) makes monthly cost harder to forecast.
- Unused credits do not roll over, and agents stop at the 20,000 limit unless pay as you go is enabled.
- Governance features such as RBAC, SCIM/SAML and audit logs are limited to the Enterprise plan.

## FAQ

**Is Claude better than Gumloop?**

It depends on your workflow. Claude is built for coding and code review. Gumloop is built for lead enrichment, CRM updates, meeting prep, SEO research, support triage, competitor monitoring and scheduled reporting across connected apps.

**What are the key feature differences between Claude and Gumloop?**

Claude: Anthropic's AI assistant for writing, analysis, coding and working with files. Gumloop: Build AI agents that work across your company's apps, with IT in control. Claude is rated 4.5/5 from 2 user reviews.

**Does Claude or Gumloop have a free plan?**

Claude has a free plan or trial; Gumloop is paid only.

**Which is cheaper, Claude or Gumloop?**

Claude starts at $0 and Gumloop starts at $37. See the pricing table above for what each tier includes.