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AI · head to head

Galileo vs Parabola

Galileo logo

Galileo

AI

Evaluation and observability platform for GenAI applications and agents

From
Free
Rated
-
Full reviewWebsite
Parabola logo

Parabola

Automation Integration

Visual flow automation for modern teams

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Galileo the free plan is limited to 5,000 traces per month, which is quickly outgrown by production workloads.; Parabola the Basic plan allows 1 user and 1,000 credits with limited AI
  • They diverge on capability: Galileo covers Pre-built evaluations, Parabola covers Visual workflow builder.

Where they differ

Only the attributes on which Galileo and Parabola actually diverge.

Attributes where Galileo and Parabola differ
AttributeGalileoParabola
Platformsweb, apiWeb
CategoryAIAutomation Integration
FoundedUnknown2015

Identical on both: starting price (Free), pricing model (freemium), 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 Galileo

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

Only in Parabola

  • Visual workflow builder
  • Data transformation
  • Conditional logic
  • Looping
  • Error handling
  • Monitoring
  • Scheduling
  • 300+ apps

What people use each for

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

Galileo

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

Parabola

  • Workflow automation for operations and finance teamsnot Galileo
  • Data integration across 1,000+ sourcesnot Galileo
  • Automation and reporting workflowsnot Galileo

Where each one falls short

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

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.

Parabola

  • The Basic plan allows 1 user and 1,000 credits with limited AI
  • No price is published for either the self serve or the business tier
  • Credits are consumed when agents run, and further credits are bought pay as you go
  • Role based access control, SSO, version history and SLAs all sit on the unpriced business plan

Pricing, plan by plan

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

Parabola

Free

No published plan breakdown. See the Parabola review.

Which should you pick?

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

Choose Parabola if

  • You need visual workflow builder.
  • You want to start without paying.
  • You also want data transformation.
Parabola review

Questions people ask

Is Galileo or Parabola better?
Neither clearly leads. Galileo starts at Free and Parabola at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Galileo or Parabola?
Galileo starts at Free and Parabola at Free.
Does Galileo or Parabola run on more platforms?
Galileo runs on web, api. Parabola runs on Web.
Can I use Galileo for free?
Both have a free tier, so you can try either at no cost before committing.
What is Galileo best used for?
Galileo is most often used for evaluating rag and agent applications before production release, monitoring live genai applications for failures and drift, applying real-time guardrails without custom integration work, reducing evaluation costs using distilled luna judge models. Of those, evaluating rag and agent applications before production release and monitoring live genai applications for failures and drift are not what Parabola is typically brought in for.
What can Galileo do that Parabola cannot?
Galileo covers Pre-built evaluations, Ground truth capture, Luna models, Agent behavior analysis. Parabola covers Visual workflow builder, Data transformation, Conditional logic, Looping.

Answered from the vendors’ own pages

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
Parabola: How much does Parabola cost?

Parabola does not publish specific pricing rates. The service uses a credit-based system where credits are consumed when agents run. Self-serve plans include a monthly credit allotment, and Business plans require a custom quote.

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
Parabola: Does Parabola offer a free plan?

Yes, Parabola offers a free tier indefinitely for self-serve users with limited credits and basic features including the Prowork agent builder and pre-built integrations.

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
Parabola: What features are included in Parabola's Business plan?

Business plans include all self-serve features plus automation engineer enablement, deployment support, proof of concept on production data, enterprise security with SSO, service level agreements, and a dedicated account manager.

Source
Parabola: Can I upgrade from free to Business later?

Yes, customers can start on free or self-serve plans and upgrade to Business plans at any time.

Source
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