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JFrog Artifactory vs Spot AI

JFrog Artifactory logo

JFrog Artifactory

Developer Tools

The Universal Binary Repository

From
Free
Free plan
Yes
Full reviewWebsite
Spot AI logo

Spot AI

Cybersecurity

Cloud video intelligence that runs on your existing cameras through an on-site recorder

From
$99/month
Free plan
No
Full reviewWebsite

The short version

  • Only JFrog Artifactory has a free tier, so it costs nothing to try first.
  • 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; Spot AI at roughly $99 per camera per month the all-in rate is high against a perpetual VMS licence: 200 cameras is around $240,000 a year, recurring, where an on-premise system would be largely a one-time cost.
  • Prices and features above were last checked on 1 September 2026.

Where they differ

Only the attributes on which JFrog Artifactory and Spot AI actually diverge.

Attributes where JFrog Artifactory and Spot AI differ
AttributeJFrog ArtifactorySpot AI
Starting priceFree$99/month
Pricing modelusage-basedPer camera per month, all inclusive
Free tierYesNo
PlatformsWebWeb, iOS, Android
CategoryDeveloper ToolsCybersecurity

Identical on both: 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 JFrog Artifactory

Nothing recorded that Spot AI does not also cover.

Only in Spot AI

  • Camera agnostic
  • Intelligent Video Recorder
  • AI video search
  • Operational analytics
  • Cloud management
  • Alerting and clip sharing
  • All-in per-camera pricing

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

Spot AI

  • A manufacturer with hundreds of existing cameras that wants cloud search without replacing any of themnot JFrog Artifactory
  • A logistics operator investigating dock door delays and trailer dwell time from footagenot JFrog Artifactory
  • A retail chain reviewing incidents across dozens of stores without a VPN into each sitenot JFrog Artifactory
  • A safety team detecting forklift near-misses and missing personal protective equipment automaticallynot 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

Spot AI

  • At roughly $99 per camera per month the all-in rate is high against a perpetual VMS licence: 200 cameras is around $240,000 a year, recurring, where an on-premise system would be largely a one-time cost.
  • Reusing existing cameras saves capital but caps quality; AI analytics on a fifteen-year-old analogue camera produces correspondingly poor results and no software fixes the optics.
  • Per-camera monthly billing scales linearly with camera count, so adding coverage is always expensive and there is no volume point where marginal cameras become cheap.
  • The on-site IVR is a single point of failure per location, so an appliance fault takes that site's recording and cloud access with it until it is replaced.
  • It is a subscription with no perpetual option, so an organisation that stops paying loses the platform entirely and is left with cameras and no management system.

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

Spot AI

$99/month
  • Spot AI$99/month
    • Reference rate of roughly $99 per camera per month
    • Includes the on-site IVR appliance, cloud software, AI and support
    • Monthly, annual and multi-year terms available

Which should you pick?

Choose JFrog Artifactory if

  • You want to start without paying.
JFrog Artifactory review

Choose Spot AI if

  • You need camera agnostic.
  • You work on Web, iOS, Android.
  • You also want intelligent video recorder.
Spot AI review

Questions people ask

Is JFrog Artifactory or Spot AI better?
Neither clearly leads. JFrog Artifactory starts at Free and Spot AI at $99/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, JFrog Artifactory or Spot AI?
JFrog Artifactory has a free tier; the other does not. Paid plans start at Free for JFrog Artifactory and $99/month for Spot AI.
Does JFrog Artifactory or Spot AI run on more platforms?
JFrog Artifactory runs on Web. Spot AI runs on Web, iOS, Android.
Can I use JFrog Artifactory for free?
Yes. JFrog Artifactory has a free tier, so you can try it without paying. Spot AI starts at $99/month.
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 Spot AI is typically brought in for.
What can JFrog Artifactory do that Spot AI cannot?
Spot AI covers Camera agnostic, Intelligent Video Recorder, AI video search, Operational analytics.

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
Spot AI: Do I have to buy new cameras?

No. That is the main point of the product: the IVR appliance connects to existing IP and analogue cameras.

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
Spot AI: What does it cost?

The reference rate that recurs across pricing breakdowns and Spot AI materials is roughly $99 per camera per month, bundling the appliance, cloud software, AI and support.

Spot AI: Is there a perpetual licence option?

No. It is subscription only, and the platform stops working when the subscription does.

Spot AI: Will AI analytics work on my old analogue cameras?

They will run, but detection quality follows image quality. Old low resolution cameras produce poor analytics results.

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