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Claude vs Gumloop

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

Claude logo

Claude

Anthropic's AI assistant for writing, analysis, coding and working with files

4.5(2 reviews)Freemium
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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.

Best overall

Claude

  • Software developers
  • Writers and editors
  • Researchers and analysts
  • Knowledge workers

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.
Best value
Claude
Best for beginners
Claude
Best for business
Claude

Features

18 features compared.

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

Pricing

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

  • Pricing model
    Claude
    Freemium
    Gumloop
    Free trial
  • Free plan
    Claude
    Yes
    Gumloop
    No
  • Starting price
    Claude
    $0
    Gumloop
    $37
  • Plans
    Claude
    6 plans
    Gumloop
    2 plans

Claude plans

  • Free

    $0

    Free for everyone, with the lowest usage limits

    • Chat on web
    • desktop and mobile
    • Web search
    • File creation and code execution
    • Memory across conversations
    • Artifacts
    • Connectors with remote MCP

  • Pro

    Most popular

    $20/month

    For everyday use; $17 per month when billed annually ($200 up front)

    • Everything in Free
    • Claude Code
    • Projects
    • More models
    • Claude in Chrome
    • Microsoft 365 integration
    • Opus access
    • Fable available with paid usage credits

  • Max

    $100/month

    5x Pro usage every five hours and every week

    • Everything in Pro
    • 5x Pro usage
    • Fable included up to half the weekly limit
    • $100 per month in Claude Platform API credits
    • Early access to advanced features
    • Priority access at high traffic times

  • Ultra

    $200/month

    For the longest tasks; no five-hour limit for verified accounts

    • Everything in Max
    • No 5-hour limit for verified accounts
    • 10x Pro usage every week
    • $200 per month in Claude Platform API credits (up from $100 on Max)
    • Priority access at high traffic times

  • Team

    $25/user/mo

    Standard seat for teams of 2 to 150; $20 per seat when billed annually. Premium seat is $125 monthly or $100 annually

    • Claude Code and Cowork
    • Central billing and administration
    • SSO
    • Admin controls for connectors
    • More usage than Pro on Standard seats
    • Premium seats with 5x Standard usage
    • Up to $500 per month in pooled API credits

  • Enterprise

    $20/user/mo

    Seat price billed annually, 20-seat minimum, plus usage at API rates

    • Everything in Team
    • Admin-set user and org spend limits
    • Role-based access
    • SCIM
    • Audit logs
    • Compliance API
    • Custom data retention controls
    • Network-level access control
    • IP allowlisting
    • HIPAA-ready offering available
    • Claude Security (beta)

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 November 2026.

Claude
9.1overall
Gumloop
8.0overall

  • Coding & Syntax

    Claude
    9.3
    Gumloop
    Not rated

  • Reasoning & Logic

    Claude
    9.2
    Gumloop
    Not rated

  • Long Context

    Claude
    9.0
    Gumloop
    Not rated

  • Prose & Writing Quality

    Claude
    9.2
    Gumloop
    Not rated

  • Safety & Alignment

    Claude
    8.8
    Gumloop
    Not rated

  • Ease of Use

    Claude
    Not rated
    Gumloop
    8.0

  • Feature Depth

    Claude
    Not rated
    Gumloop
    8.5

  • Value for Money

    Claude
    Not rated
    Gumloop
    7.5

  • Performance & Speed

    Claude
    Not rated
    Gumloop
    7.8

  • Documentation & Support

    Claude
    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

Pros

  • 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

Cons

  • 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

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
    Supported
    Gumloop
    Supported
  • Windows
    Claude
    Supported
    Gumloop
    Not supported
  • macOS
    Claude
    Supported
    Gumloop
    Not supported
  • iOS
    Claude
    Supported
    Gumloop
    Not supported
  • Android
    Claude
    Supported
    Gumloop
    Not supported
  • API
    Claude
    Supported
    Gumloop
    Supported
  • Browser Extension
    Claude
    Not supported
    Gumloop
    Not supported
  • Linux
    Claude
    Supported
    Gumloop
    Not supported
  • Chrome Extension
    Claude
    Supported
    Gumloop
    Supported
  • CLI
    Claude
    Not supported
    Gumloop
    Supported

Integrations

Claude

7 integrations
  • Slack
  • Google Workspace
  • Microsoft 365
  • MCP connectors
  • Amazon Bedrock
  • Google Cloud
  • Microsoft Foundry

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
    Anthropic
    Gumloop
    AgentHub Inc.
  • Founded
    Claude
    2021
    Gumloop
    2023
  • Headquarters
    Claude
    San Francisco, CA
    Gumloop
    San Francisco, CA
  • Listing
    Claude
    Claimed
    Gumloop
    Claimed

Frequently asked questions

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.