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Business Intelligence · head to head

Glassbox vs OpsLevel

Glassbox logo

Glassbox

Business Intelligence

Digital experience intelligence

From
On request
Free plan
No
Visit GlassboxFull review
OpsLevel logo

OpsLevel

Developer Tools

Internal developer portal that scores service ownership and production readiness

From
On request
Free plan
No
Visit OpsLevelFull review

The short version

  • Glassbox is a digital experience intelligence platform.
  • Glassbox is free; OpsLevel prices on request.
  • Only Glassbox lists session Replay; only OpsLevel lists service catalogue.
  • Where Glassbox falls short: no fixed pricing tiers published; custom quotes required based on package, data retention, and session volume.
  • Prices and features on this page were last checked on 13 November 2026.

Where they differ

Only the attributes on which Glassbox and OpsLevel actually diverge.

Attributes where Glassbox and OpsLevel differ
AttributeGlassboxOpsLevel
Pricing modelSubscriptionQuote
PlatformsWeb, iOS, Android, HybridWeb
CategoryBusiness IntelligenceDeveloper Tools

Identical on both: starting price (On request), free tier (No).

Not yet recorded: founded for OpsLevel.

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 Glassbox

  • Session Replay
  • Struggle Detection
  • Journey Mapping
  • AI Insights
  • Voice of Customer
  • Adobe Analytics
  • Google Analytics
  • Salesforce

Only in OpsLevel

  • Service catalogue
  • Scorecards and rubric
  • Checks
  • Campaigns
  • Self-service actions
  • Slack and Teams integration
  • Catalogue auto-enrichment
  • Deployment on request

What people use each for

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

Glassbox

  • User experience analysisnot OpsLevel
  • Bug reproductionnot OpsLevel
  • Conversion optimizationnot OpsLevel
  • Customer journey mappingnot OpsLevel
  • Usability testingnot OpsLevel

OpsLevel

  • A platform team that needs to prove every production service has a named owner and an on-call rota before an auditnot Glassbox
  • Driving a fleet-wide migration such as a runtime upgrade across 400 services with a deadline and visible progressnot Glassbox
  • Giving developers a paved road to create a new service from a template without waiting on the platform teamnot Glassbox
  • An organisation where an incident took an hour to route because nobody could identify the owning teamnot Glassbox

Where each one falls short

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

Glassbox

  • No fixed pricing tiers published; custom quotes required based on package, data retention, and session volume

OpsLevel

  • OpsLevel does not publish prices at all, not even a starting figure, so you cannot size a budget or compare against Backstage's zero licence cost without entering a sales cycle
  • The Standard plan caps at 50 users, which is below the size at which service ownership becomes a real problem, so most genuine buyers land on Enterprise and its unpublished pricing
  • Scores are only as honest as the metadata teams maintain; where ownership records go stale the rubric produces confident numbers about a catalogue that no longer reflects reality, and leadership acts on them
  • It reports on quality rather than producing it, so it can generate friction between platform teams who set the rubric and product teams who see it as a scoreboard imposed on them without extra headcount to fix the findings
  • As a hosted product it needs read access to source control, cloud accounts and observability tooling, which is a meaningful vendor review in regulated environments; on-premises exists but only on the Enterprise tier

Pricing, plan by plan

Glassbox

On request
  • CustomFree
    • Full Platform
    • Mobile Analytics
    • Enterprise Support

OpsLevel

On request
  • StandardOn request
    • Up to 50 users
    • Unlimited catalogued components
    • Scorecards, campaigns and the global rubric
  • EnterpriseOn request
    • Unlimited users
    • Custom integrations
    • Customisable dashboards

Which should you pick?

Choose Glassbox if

  • You need session replay.
  • You work on Web, iOS, Android, Hybrid.
  • You also want struggle detection.
Glassbox review

Choose OpsLevel if

  • You need service catalogue.
  • You also want scorecards and rubric.
OpsLevel review

Questions people ask

Is Glassbox or OpsLevel better?
Neither clearly leads. Glassbox starts at On request and OpsLevel at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Glassbox or OpsLevel?
Glassbox starts at On request and OpsLevel at On request.
Does Glassbox or OpsLevel run on more platforms?
Glassbox runs on Web, iOS, Android, Hybrid. OpsLevel runs on Web.
What is Glassbox best used for?
Glassbox is most often used for user experience analysis, bug reproduction, conversion optimization, customer journey mapping. Of those, user experience analysis and bug reproduction are not what OpsLevel is typically brought in for.
What can Glassbox do that OpsLevel cannot?
Glassbox covers Session Replay, Struggle Detection, Journey Mapping, AI Insights. OpsLevel covers Service catalogue, Scorecards and rubric, Checks, Campaigns.

Answered from the vendors’ own pages

Glassbox: How much does Glassbox cost?

Glassbox uses custom pricing based on three factors: the selected package (Production Operation, Marketing/Business, or Product), data retention period, and session volume. The vendor encourages contacting sales to build customized packages.

Source
OpsLevel: How much does OpsLevel cost?

It does not publish pricing. Billing is per developer using the portal, with volume discounts, and a quote requires a sales conversation.

Glassbox: Does Glassbox offer add-ons for specific industries?

Yes, Glassbox offers specialized add-on solutions including fraud prevention, accessibility features, and call center solutions tailored for financial organizations.

Source
OpsLevel: How does it compare with Backstage?

Backstage has no licence fee but you staff a team to build and run it. OpsLevel is hosted with checks, campaigns and scorecards out of the box, and you pay per developer instead.

OpsLevel: Does it require writing catalogue YAML by hand?

No. It auto-discovers and enriches entries from connected systems, though teams still curate ownership and metadata.

OpsLevel: Can it run on premises?

Yes, but only on the Enterprise plan.

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