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JFrog Artifactory vs Userpilot

JFrog Artifactory logo

JFrog Artifactory

Developer Tools

The Universal Binary Repository

From
Free
Free plan
Yes
Full reviewWebsite
Userpilot logo

Userpilot

Technology

Product analytics and in-app onboarding platform.

From
Free
Free plan
Yes
Full reviewWebsite

The short version

  • Each has a real cost: JFrog Artifactory pro tier limited-time pricing at $50/month (regular rate $150/month); overages charged per GB at tiered rates; Userpilot starter tier limited to 2,000 monthly active users; even small-to-medium products may require Growth tier
  • Prices and features above were last checked on 29 August 2026.

Where they differ

Only the attributes on which JFrog Artifactory and Userpilot actually diverge.

Attributes where JFrog Artifactory and Userpilot differ
AttributeJFrog ArtifactoryUserpilot
Pricing modelusage-basedsubscription
PlatformsWebWeb, iOS, Android, API
CategoryDeveloper ToolsTechnology

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

What people use each for

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

JFrog Artifactory

  • Governing AI models and agents in single source of truthnot Userpilot
  • Syncing artifacts across federated repositories in multiple sitesnot Userpilot
  • Blocking risky and non-compliant open-source packages proactivelynot Userpilot
  • Automating source code vulnerability remediation in real-timenot Userpilot
  • Collecting compliance evidence throughout software lifecyclenot Userpilot

Userpilot

  • SaaS companies optimising user onboarding and activationnot JFrog Artifactory
  • Product teams collecting user feedback and identifying churn drivers via session replaynot JFrog Artifactory
  • Customer success teams using in-app guides and contextual helpnot JFrog Artifactory
  • Growth teams orchestrating multi-channel campaigns across email and in-appnot JFrog Artifactory
  • Product managers measuring adoption and engagement across user cohortsnot JFrog Artifactory

Where each one falls short

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

JFrog Artifactory

  • Pro tier limited-time pricing at $50/month (regular rate $150/month); overages charged per GB at tiered rates
  • Enterprise+ plan requires custom quote; specific pricing not published
  • Consumption-based model adds unpredictability to monthly costs for variable storage needs

Userpilot

  • Starter tier limited to 2,000 monthly active users; even small-to-medium products may require Growth tier
  • Large price jump from Starter ($299/mo) to Growth ($849/mo), nearly 3x increase
  • Growth tier scales to 100,000 MAU but does not publish pricing for higher volumes, requiring Enterprise negotiation
  • Session replay and mobile engagement are optional add-ons in Growth tier, not included in base pricing
  • Enterprise pricing not published; custom negotiations required for large-scale deployments

Pricing, plan by plan

JFrog Artifactory

Free
  • Pro$50/month
    • Limited-time offer pricing (regularly $150/month)
    • 25 GB storage included monthly
    • Tiered overage pricing: $1.25 per GB at 25-1,204 GB usage
  • Enterprise X$950/month
    • 125 GB storage included
    • High availability and artifact federation
    • SSO and advanced security scanning included

Userpilot

Free
  • Starter$299/month
    • Up to 2,000 monthly active users
    • In-app engagement
    • User segmentation
  • Growth$849/month (marked 'Most Popular')
    • 2,000 to 100,000 monthly active users
    • All Starter features
    • Advanced product analytics
  • Enterprise$undefined/variable
    • Custom monthly active user levels
    • All Growth features
    • Premium integrations

Which should you pick?

Choose JFrog Artifactory if

  • You want to start without paying.
JFrog Artifactory review

Choose Userpilot if

  • You want to start without paying.
  • You work on Web, iOS, Android, API.
Userpilot review

Questions people ask

Is JFrog Artifactory or Userpilot better?
Neither clearly leads. JFrog Artifactory starts at Free and Userpilot at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, JFrog Artifactory or Userpilot?
JFrog Artifactory starts at Free and Userpilot at Free.
Does JFrog Artifactory or Userpilot run on more platforms?
JFrog Artifactory runs on Web. Userpilot runs on Web, iOS, Android, API.
Can I use JFrog Artifactory for free?
Both have a free tier, so you can try either at no cost before committing.
What is JFrog Artifactory best used for?
JFrog Artifactory is most often used for governing ai models and agents in single source of truth, syncing artifacts across federated repositories in multiple sites, blocking risky and non-compliant open-source packages proactively, automating source code vulnerability remediation in real-time. Of those, governing ai models and agents in single source of truth and syncing artifacts across federated repositories in multiple sites are not what Userpilot is typically brought in for.

Answered from the vendors’ own pages

JFrog Artifactory: How much does JFrog Artifactory cost?

JFrog Artifactory Pro is currently $50 per month (limited-time rate; regular $150/month) with 25 GB included and $1.25 per GB for overages. Enterprise X starts at $950 per month with 125 GB included. Enterprise+ plans use custom pricing available through sales.

Source
Userpilot: What is included in the free trial?

Userpilot offers a free 14-day trial without requiring a credit card, providing full access to the Starter tier features.

Source
JFrog Artifactory: What are JFrog's data storage limits?

JFrog Artifactory charges based on consumption: Pro includes 25 GB monthly with tiered overage costs ($1.25/GB at 25-1,204 GB, $1.00/GB at 1,204-2,024 GB, $0.75/GB above 2,024 GB). Enterprise X includes 125 GB with similar tiered overages for additional storage.

Source
Userpilot: Does Userpilot include session replay?

Session replay is available in the Growth tier as an optional add-on for watching real user sessions and identifying friction points.

Source
Userpilot: What integrations does Userpilot support?

Userpilot integrates with HubSpot, Salesforce, Segment, Google Analytics, Amplitude, Mixpanel, Heap, Zendesk, Intercom and Google Tag Manager. Additional integrations can be requested.

Source
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