Is Gumloop or Galileo better?

Neither clearly leads. Gumloop starts at Free and Galileo at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.

Which is cheaper, Gumloop or Galileo?

Gumloop starts at Free and Galileo at Free.

Does Gumloop or Galileo run on more platforms?

Gumloop runs on Web, Slack, Microsoft Teams, Gmail. Galileo runs on web, api.

Can I use Gumloop for free?

Both have a free tier, so you can try either at no cost before committing.

What is Gumloop best used for?

Gumloop is most often used for crm management and sales pipeline analysis, lead qualification and sales outreach automation, meeting preparation and call analysis, data analysis and automated reporting. Of those, crm management and sales pipeline analysis and lead qualification and sales outreach automation are not what Galileo is typically brought in for.

What can Gumloop do that Galileo cannot?

Gumloop covers No-code agent builder, 300+ app integrations, Company Brain, Self-improving agents. Galileo covers Pre-built evaluations, Ground truth capture, Luna models, Agent behavior analysis.

AI · head to head

Gumloop vs Galileo

Gumloop

AI infrastructure platform for building and deploying autonomous agents

From: Free
Rated: -

Full review Website

Galileo

Evaluation and observability platform for GenAI applications and agents

From: Free
Rated: -

Full review Website

The short version

Each has a real cost: Gumloop pro plan at $37/month may be limiting for enterprises considering spending caps; Galileo the free plan is limited to 5,000 traces per month, which is quickly outgrown by production workloads.
They diverge on capability: Gumloop covers No-code agent builder, Galileo covers Pre-built evaluations.

Where they differ

Only the attributes on which Gumloop and Galileo actually diverge.

Attributes where Gumloop and Galileo differ
Attribute	Gumloop	Galileo
Pricing model	Tiered subscription with usage credits	freemium
Platforms	Web, Slack, Microsoft Teams, Gmail	web, api

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

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 Gumloop

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

Only in Galileo

Pre-built evaluations
Ground truth capture
Luna models
Agent behavior analysis
Production guardrails
Flexible deployment

What people use each for

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

Gumloop

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

Galileo

Evaluating RAG and agent applications before production releasenot Gumloop
Monitoring live GenAI applications for failures and driftnot Gumloop
Applying real-time guardrails without custom integration worknot Gumloop
Reducing evaluation costs using distilled Luna judge modelsnot Gumloop

Where each one falls short

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

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

Galileo

The free plan is limited to 5,000 traces per month, which is quickly outgrown by production workloads.
Real-time guardrails and unlimited trace capacity are reserved for the custom-priced Enterprise tier.
Pro plan pricing scales with trace volume, so costs can grow unpredictably as usage increases.
On-premises deployment requires an Enterprise contract rather than being available self-serve.

Pricing, plan by plan

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

Galileo

Free

FreeFree
- 5,000 traces/month
- Unlimited users
- Unlimited custom evaluations
Pro$100/month
- 50,000 traces/month
- Standard role-based access control
- Advanced analytics and insights
Enterprise$undefined/mo
- Unlimited trace capacity
- Custom rate limits
- Hosted, VPC, or on-prem deployment

Which should you pick?

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

Choose Galileo if

You need pre-built evaluations.
You want to start without paying.
You work on web, api.
You also want ground truth capture.

Galileo review

Questions people ask

Is Gumloop or Galileo better?: Neither clearly leads. Gumloop starts at Free and Galileo at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Gumloop or Galileo?: Gumloop starts at Free and Galileo at Free.
Does Gumloop or Galileo run on more platforms?: Gumloop runs on Web, Slack, Microsoft Teams, Gmail. Galileo runs on web, api.
Can I use Gumloop for free?: Both have a free tier, so you can try either at no cost before committing.
What is Gumloop best used for?: Gumloop is most often used for crm management and sales pipeline analysis, lead qualification and sales outreach automation, meeting preparation and call analysis, data analysis and automated reporting. Of those, crm management and sales pipeline analysis and lead qualification and sales outreach automation are not what Galileo is typically brought in for.
What can Gumloop do that Galileo cannot?: Gumloop covers No-code agent builder, 300+ app integrations, Company Brain, Self-improving agents. Galileo covers Pre-built evaluations, Ground truth capture, Luna models, Agent behavior analysis.

Answered from the vendors’ own pages

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

Galileo: What does Galileo cost?

Galileo offers a free plan, a Pro plan at $100/month billed yearly (with a 33% annual discount), and a custom-priced Enterprise plan for unlimited trace capacity.

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

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

The Free plan includes 5,000 traces per month with unlimited users and unlimited custom evaluations, aimed at developers and small teams experimenting with GenAI.

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

Galileo: How is usage metered?

Galileo's pricing scales based on the number of traces processed each month, with Free capped at 5,000, Pro at 50,000, and Enterprise offering unlimited trace capacity.

Source

Gumloop vs Galileo

Gumloop

Galileo

The short version

Where they differ

What each one covers

Only in Gumloop

Only in Galileo

What people use each for

Gumloop

Galileo

Where each one falls short

Gumloop

Galileo

Pricing, plan by plan

Gumloop

Galileo

Which should you pick?

Choose Gumloop if

Choose Galileo if

Questions people ask

Answered from the vendors’ own pages

Related pages

More on Gumloop

More on Galileo

Keep looking

Other head to heads