Claude Code vs Gumloop

Features, pricing, ratings, and pros and cons, side by side.

Claude Code

Anthropic's coding agent that edits code and runs commands from terminal, IDE or browser

5.0(1 review)Paid

Visit website View details

Gumloop

Build AI agents that work across your company's apps, with IT in control

Free trial

Visit website View details

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.

Best overall

Claude Code

Software developers
Engineering teams
DevOps and platform engineers
Open-source maintainers

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.

Best for beginners: Claude Code
Best for business: Claude Code

Features

20 features compared.

Codebase understanding
Claude Code
Available
Gumloop
Not available
Multi-file editing
Claude Code
Available
Gumloop
Not available
Command execution
Claude Code
Available
Gumloop
Not available
Git and pull requests
Claude Code
Available
Gumloop
Not available
Subagents and parallel sessions
Claude Code
Available
Gumloop
Not available
MCP connections
Claude Code
Available
Gumloop
Not available
CLAUDE.md, skills and hooks
Claude Code
Available
Gumloop
Not available
Scheduled and cloud tasks
Claude Code
Available
Gumloop
Not available
Auto mode
Claude Code
Available
Gumloop
Not available
Agent SDK
Claude Code
Available
Gumloop
Not available
Agents
Claude Code
Not available
Gumloop
Available
Triggers
Claude Code
Not available
Gumloop
Available
Skills
Claude Code
Not available
Gumloop
Available
Artifacts
Claude Code
Not available
Gumloop
Available
Connectors and MCP
Claude Code
Not available
Gumloop
Available
Company Brain
Claude Code
Not available
Gumloop
Available
Model Choice and BYOK
Claude Code
Not available
Gumloop
Available
Enterprise Controls
Claude Code
Not available
Gumloop
Available
Developer Access
Claude Code
Not available
Gumloop
Available
Chrome Extension
Claude Code
Not available
Gumloop
Available

Pricing

Plans as listed by each vendor. Check their sites for current prices.

Pricing model
Claude Code
Paid
Gumloop
Free trial
Free plan
Claude Code
No
Gumloop
No
Starting price
Claude Code
$20
Gumloop
$37
Plans
Claude Code
5 plans
Gumloop
2 plans

Claude Code plans

Pro
Most popular
$20/month
Individual plan that includes Claude Code; $17 per month when billed annually ($200 up front)
- Claude Code in terminal
- IDE
- desktop and web
- Projects
- More models
- Shared usage limits with chat
Max 5x
$100/month
5x the usage of Pro, for heavier daily use
- Everything in Pro
- 5x Pro usage
- Higher output limits
- Priority access at high traffic times
- API credits included
Max 20x
$200/month
20x the usage of Pro
- Everything in Pro
- 20x Pro usage
- Higher output limits
- Priority access at high traffic times
- API credits included
Team
$25/user/mo
Standard seat for 2 to 150 users; $20 per seat when billed annually. Premium seat is $125 monthly or $100 annually
- Claude Code
- Central billing
- SSO
- Admin controls
- More usage than Pro
- Premium seats with 5x Standard usage
Enterprise
$20/user/mo
Billed annually, 20-seat minimum, plus usage at API rates
- Everything in Team
- Role-based access
- SCIM
- Audit logs
- Compliance API
- IP allowlisting
- Admin spend limits

Gumloop plans

Pro
Most popular
$37/month
Self-serve plan for teams building agents, with a 14-day free trial
- Unlimited agents
- 35+ models
- 20,000 credits per month
- unlimited seats and teams
- Company Brain
- Gumloop MCP and CLI
- 5 concurrent workflow runs
Enterprise
Custom/custom
Governance, security and high-touch support for large organizations
- Custom credits
- role-based access control
- SCIM/SAML
- audit logs
- org-wide connector policies
- optional VPC
- dedicated Slack support
- optional embedded expert

Our ratings

Scored out of 10 by the Finder Atlas editorial team. Last reviewed October 2026.

Claude Code: 8.7overall
Gumloop: 8.0overall

Claude Code leads in 1 category and Gumloop in 0.

Code Quality
Claude Code
9.2
Gumloop
Not rated
Agentic Autonomy
Claude Code
9.3
Gumloop
Not rated
IDE & Surface Coverage
Claude Code
8.8
Gumloop
Not rated
Value for Money
Claude Code leads by 0.3
Claude Code
7.8
Gumloop
7.5
Ease of Setup
Claude Code
8.3
Gumloop
Not rated
Ease of Use
Claude Code
Not rated
Gumloop
8.0
Feature Depth
Claude Code
Not rated
Gumloop
8.5
Performance & Speed
Claude Code
Not rated
Gumloop
7.8
Documentation & Support
Claude Code
Not rated
Gumloop
8.0

Scores weigh documented features, plan value, platform coverage, integrations and user feedback. A missing score means we have not rated that area yet.

Pros and cons

Claude Code

Pros

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

Cons

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

Pros

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.

Cons

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.

Platforms

Web
Claude Code
Supported
Gumloop
Supported
Windows
Claude Code
Supported
Gumloop
Not supported
macOS
Claude Code
Supported
Gumloop
Not supported
iOS
Claude Code
Not supported
Gumloop
Not supported
Android
Claude Code
Not supported
Gumloop
Not supported
API
Claude Code
Supported
Gumloop
Supported
Browser Extension
Claude Code
Not supported
Gumloop
Not supported
CLI
Claude Code
Supported
Gumloop
Supported
Linux
Claude Code
Supported
Gumloop
Not supported
VS Code Extension
Claude Code
Supported
Gumloop
Not supported
JetBrains Plugin
Claude Code
Supported
Gumloop
Not supported
Slack App
Claude Code
Supported
Gumloop
Not supported
Chrome Extension
Claude Code
Not supported
Gumloop
Supported

Integrations

Claude Code

10 integrations

Git
GitHub
GitLab
GitHub Actions
GitLab CI/CD
Slack
VS Code
Cursor
JetBrains IDEs
MCP servers

Gumloop

18 integrations

Slack
Gmail
Salesforce
HubSpot
Notion
Linear
GitHub
Google Sheets
Gong
Salesloft
Jira
Zendesk
Stripe
Shopify
QuickBooks
Google Analytics
Google Search Console
Microsoft Teams

Company

Company
Claude Code
Not listed
Gumloop
AgentHub Inc.
Founded
Claude Code
Not listed
Gumloop
2023
Headquarters
Claude Code
Not listed
Gumloop
San Francisco, CA
Listing
Claude Code
Not claimed
Gumloop
Claimed

Featured Coding AI

Picked by our editors. Not paid placement.

Frequently asked questions

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.

Verdict

Best overall

Choose Claude Code if

Choose Gumloop if

Features

Pricing

Claude Code plans

Pro

Max 5x

Max 20x

Team

Enterprise

Gumloop plans

Pro

Enterprise

Our ratings

Code Quality

Agentic Autonomy

IDE & Surface Coverage

Value for Money

Ease of Setup

Ease of Use

Feature Depth

Performance & Speed

Documentation & Support

Pros and cons

Claude Code

Pros

Cons

Gumloop

Pros

Cons

Platforms

Integrations

Claude Code

Gumloop

Company

Featured Coding AI

Cursor

Devin

GitHub Copilot

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Frequently asked questions