Softwr

Productivity · head to head

Coda vs Gumloop

Coda logo

Coda

Productivity

The doc that brings it all together

From
Free
Free plan
Yes
Visit CodaFull review
Gumloop logo

Gumloop

AI

AI infrastructure platform for building and deploying autonomous agents

From
Free
Free plan
Yes
Visit GumloopFull review

The short version

  • Coda is a new type of document; Gumloop is an AI agent infrastructure platform.
  • Gumloop is free; Coda starts at $10/mo.
  • Only Coda lists interactive documents; only Gumloop lists no-code agent builder.
  • Where Coda falls short: mobile apps are significantly weaker than competitors with sign-in issues and poor performance.
  • Where Gumloop falls short: pro plan at $37/month may be limiting for enterprises considering spending caps.
  • Prices and features on this page were last checked on 13 November 2026.

Where they differ

Only the attributes on which Coda and Gumloop actually diverge.

Attributes where Coda and Gumloop differ
AttributeCodaGumloop
PlatformsWeb, iOS, AndroidWeb, Slack, Microsoft Teams, Gmail
CategoryProductivityAI

Identical on both: starting price (Free), free tier (Yes).

Not yet recorded: pricing model for Coda, founded for Gumloop.

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Coda

  • Interactive documents
  • Tables as databases
  • Formulas
  • Automation
  • Templates
  • Packs (integrations)
  • Real-time collaboration
  • Mobile apps

Only in Gumloop

  • No-code agent builder
  • 300+ app integrations
  • Company Brain
  • Self-improving agents
  • Multi-channel deployment
  • Role-based access
  • Budget controls
  • Audit logging

What people use each for

The jobs each tool is most often brought in to do.

Coda

  • Meeting notesnot Gumloop
  • Project trackersnot Gumloop
  • Product roadmapsnot Gumloop
  • Team wikisnot Gumloop
  • OKR trackingnot Gumloop

Gumloop

  • CRM management and sales pipeline analysisnot Coda
  • Lead qualification and sales outreach automationnot Coda
  • Meeting preparation and call analysisnot Coda
  • Data analysis and automated reportingnot Coda
  • Content creation and knowledge base updatesnot Coda

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Coda

  • Mobile apps are significantly weaker than competitors with sign-in issues and poor performance
  • No offline mode limits accessibility
  • Limited direct import and export options, no native Markdown or workspace-level Word export
  • Requires significant time investment to master compared to simpler alternatives

Gumloop

  • Pro plan at $37/month may be limiting for enterprises considering spending caps
  • Requires enterprise plan for advanced security controls needed by large organizations
  • No permanent free tier beyond 14-day trial
  • Company Brain integration depends on having all tools connected

Pricing, plan by plan

Coda

Free

No published plan breakdown. See the Coda review.

Gumloop

Free
  • Free TrialFree
    • 14-day free trial of Pro plan
  • EnterpriseOn request
    • Custom credit allocation
    • 35+ models plus custom proxy
    • Org-wide security controls

Which should you pick?

Choose Coda if

  • You need interactive documents.
  • You want to start without paying.
  • You work on Web, iOS, Android.
  • You also want tables as databases.
Coda review

Choose Gumloop if

  • You need no-code agent builder.
  • You want to start without paying.
  • You work on Web, Slack, Microsoft Teams, Gmail.
  • You also want 300+ app integrations.
Gumloop review

Questions people ask

Is Coda or Gumloop better?
Neither clearly leads. Coda starts at Free and Gumloop at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Coda or Gumloop?
Coda starts at Free and Gumloop at Free.
Does Coda or Gumloop run on more platforms?
Coda runs on Web, iOS, Android. Gumloop runs on Web, Slack, Microsoft Teams, Gmail.
Can I use Coda for free?
Both have a free tier, so you can try either at no cost before committing.
What is Coda best used for?
Coda is most often used for meeting notes, project trackers, product roadmaps, team wikis. Of those, meeting notes and project trackers are not what Gumloop is typically brought in for.
What can Coda do that Gumloop cannot?
Coda covers Interactive documents, Tables as databases, Formulas, Automation. Gumloop covers No-code agent builder, 300+ app integrations, Company Brain, Self-improving agents.

Answered from the vendors’ own pages

Coda: How is Coda priced?

Coda uses Doc Maker billing with a free plan available. Pro tier is $10/Doc Maker/month, Team is $30/Doc Maker/month, and Enterprise is custom pricing. Only users who create or edit doc structure pay; viewers and editors are free. 17% discount when paying annually.

Source
Gumloop: Can non-technical users build agents with Gumloop?

Yes, Gumloop is designed for domain experts without programming skills. The no-code interface enables anyone who understands a task to automate it without coding.

Source
Coda: What integrations does Coda support?

Coda integrates with 600+ applications through its Packs ecosystem, including Slack, Salesforce, Jira, GitHub, Figma, Google Workspace, and Microsoft 365, allowing seamless workflow automation and data sync.

Source
Gumloop: How many applications can Gumloop integrate with?

Gumloop integrates with 300+ business tools including Salesforce, HubSpot, Slack, Gmail, GitHub, Jira, and others. The Company Brain feature unifies data from all connected applications.

Source
Coda: Does Coda have AI capabilities?

Yes, Coda AI and Coda Brain provide AI-assisted writing, table summarization, automation generation, and knowledge retrieval. AI capabilities are available starting from the Pro tier rather than being enterprise-only.

Source
Gumloop: What security features does Enterprise include?

Enterprise plans offer SCIM and SAML support, SOC 2 Type II compliance, custom MCP server hosting, advanced admin features, audit logging, and VPC deployments for data isolation.

Source
Coda: What are Coda's main limitations?

Weak mobile apps with sign-in issues and laggy performance, no offline mode, limited direct import options, no native Markdown or Word workspace export, and steeper learning curve than Notion for new users.

Source
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