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Developer Tools · head to head

Coder vs Gumloop

Coder logo

Coder

Developer Tools

Self-hosted platform for provisioning governed cloud development environments

From
Free
Rated
-
Full reviewWebsite
Gumloop logo

Gumloop

AI

AI infrastructure platform for building and deploying autonomous agents

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Coder premium plan pricing is not published and requires contacting sales.; Gumloop pro plan at $37/month may be limiting for enterprises considering spending caps
  • They diverge on capability: Coder covers Self-hosted workspaces, Gumloop covers No-code agent builder.
  • Prices and features above were last checked on 29 August 2026.

Where they differ

Only the attributes on which Coder and Gumloop actually diverge.

Attributes where Coder and Gumloop differ
AttributeCoderGumloop
Pricing modelfreemiumTiered subscription with usage credits
Platformsweb, linux, mac, windows, apiWeb, Slack, Microsoft Teams, Gmail
CategoryDeveloper ToolsAI

Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated).

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 Coder

  • Self-hosted workspaces
  • Multi-IDE support
  • AI coding agent support
  • OpenID Connect SSO
  • Resource quotas

Only in Gumloop

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

Both cover

  • Audit logging

What people use each for

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

Coder

  • Running self-hosted development environments behind a corporate firewallnot Gumloop
  • Standardizing developer workspaces across a large engineering orgnot Gumloop
  • Giving approved AI coding agents governed, isolated workspacesnot Gumloop
  • Enforcing SSO and audit trails on developer environment accessnot Gumloop

Gumloop

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

Where each one falls short

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

Coder

  • Premium plan pricing is not published and requires contacting sales.
  • Requires self-hosting and managing the underlying infrastructure, unlike fully managed cloud IDEs.
  • High availability, audit logging, and RBAC are gated behind the paid Premium tier, so the free Community edition lacks enterprise controls.

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

Coder

Free
  • CommunityFree
    • Unlimited workspaces and templates
    • Unlimited organization members
    • Multiple IDE support
  • Premium$undefined/month
    • Ticket-based support with SLA
    • Multi-organization access controls
    • Resource quotas and audit logging

Gumloop

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

Which should you pick?

Choose Coder if

  • You need self-hosted workspaces.
  • You want to start without paying.
  • You work on web, linux, mac, windows, api.
  • You also want multi-ide support.
Coder 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 Coder or Gumloop better?
Neither clearly leads. Coder 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, Coder or Gumloop?
Coder starts at Free and Gumloop at Free.
Does Coder or Gumloop run on more platforms?
Coder runs on web, linux, mac, windows, api. Gumloop runs on Web, Slack, Microsoft Teams, Gmail.
Can I use Coder for free?
Both have a free tier, so you can try either at no cost before committing.
What is Coder best used for?
Coder is most often used for running self-hosted development environments behind a corporate firewall, standardizing developer workspaces across a large engineering org, giving approved ai coding agents governed, isolated workspaces, enforcing sso and audit trails on developer environment access. Of those, running self-hosted development environments behind a corporate firewall and standardizing developer workspaces across a large engineering org are not what Gumloop is typically brought in for.
What can Coder do that Gumloop cannot?
Coder covers Self-hosted workspaces, Multi-IDE support, AI coding agent support, OpenID Connect SSO. Gumloop covers No-code agent builder, 300+ app integrations, Company Brain, Self-improving agents. Both handle Audit logging.

Answered from the vendors’ own pages

Coder: Is there a free plan, and what are its limits?

Yes, the Community edition is free and includes unlimited workspaces, templates, and organization members with OpenID Connect SSO, aimed at hobbyists and small teams.

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
Coder: What does Premium add over Community?

Premium adds ticket-based SLA support, multi-organization access controls, resource quotas, audit logging, AI governance, workspace proxies, high availability, and custom branding.

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
Coder: How is Coder priced?

Community is free; Premium is priced per user annually, with the exact rate available by contacting Coder.

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
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