# Claude Code vs Gumloop

> Claude Code: Anthropic's coding agent that edits code and runs commands from terminal, IDE or browser
> Gumloop: Build AI agents that work across your company's apps, with IT in control

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

## Verdict

Claude Code is listed under Coding AI and Gumloop under Productivity. Claude Code scores higher in FinderAtlas's editorial review (8.7 vs 8.0 out of 10), led by value for money. Neither has a free plan. Only Claude Code is available on Windows, macOS and Linux. Only Gumloop is available on Chrome Extension.

### Choose Claude Code if

- You want a tool built for Multi-file refactors and migrations.
- Works across terminal, VS Code, JetBrains, desktop app, web and Slack with shared settings.
- Runs commands and tests and handles git commits and pull requests.

### 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 Code | Gumloop |
| --- | --- | --- |
| Pricing model | Paid | Free trial |
| Free plan or trial | No | No |
| Starting price | $20 | $37 |

## Features

| Feature | Claude Code | Gumloop |
| --- | --- | --- |
| Codebase understanding | Yes | Not listed |
| Multi-file editing | Yes | Not listed |
| Command execution | Yes | Not listed |
| Git and pull requests | Yes | Not listed |
| Subagents and parallel sessions | Yes | Not listed |
| MCP connections | Yes | Not listed |
| CLAUDE.md, skills and hooks | Yes | Not listed |
| Scheduled and cloud tasks | Yes | Not listed |
| Auto mode | Yes | Not listed |
| Agent SDK | Yes | Not listed |
| Agents | Not listed | Yes |
| Triggers | Not listed | Yes |
| Skills | Not listed | Yes |
| Artifacts | 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 Code | Gumloop |
| --- | --- | --- |
| Web | Yes | Yes |
| Windows | Yes | No |
| macOS | Yes | No |
| iOS | No | No |
| Android | No | No |
| API | Yes | Yes |
| Browser Extension | No | No |
| CLI | Yes | Yes |
| Linux | Yes | No |
| VS Code Extension | Yes | No |
| JetBrains Plugin | Yes | No |
| Slack App | Yes | No |
| Chrome Extension | No | Yes |

## Claude Code strengths

- Works across terminal, VS Code, JetBrains, desktop app, web and Slack with shared settings
- Runs commands and tests and handles git commits and pull requests
- Included with Pro at $20 per month, with no separate purchase
- Extensible through MCP, skills, hooks, subagents and an Agent SDK
- Composable in scripts and CI through a non-interactive mode

## Claude Code limitations

- Not available on the Free plan; paid access starts at $20 per month
- Usage limits are shared with chat, and heavy users may need Max at $100 to $200 per month or per-token API billing
- JetBrains plugin requires the CLI to be installed separately
- Terminal-first workflow suits users comfortable with the command line

## 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 Code better than Gumloop?**

It depends on your workflow. Claude Code is built for Multi-file refactors and migrations. 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 Code and Gumloop?**

Claude Code: Anthropic's coding agent that edits code and runs commands from terminal, IDE or browser. Gumloop: Build AI agents that work across your company's apps, with IT in control. Claude Code is rated 5.0/5 from 1 user review.

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

Neither has a free plan. Both Claude Code and Gumloop are paid products.

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

Claude Code starts at $20 and Gumloop starts at $37. See the pricing table above for what each tier includes.