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Business Intelligence · head to head

Hebbia vs OpsLevel

Hebbia logo

Hebbia

Business Intelligence

AI built for the rigor of finance

From
On request
Free plan
No
Visit HebbiaFull 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

  • Where Hebbia falls short: no pricing published on website; prospects must book a demo.
  • Prices and features on this page were last checked on 13 November 2026.

Where they differ

Only the attributes on which Hebbia and OpsLevel actually diverge.

Attributes where Hebbia and OpsLevel differ
AttributeHebbiaOpsLevel
CategoryBusiness IntelligenceDeveloper Tools

Identical on both: starting price (On request), pricing model (Quote), free tier (No), platforms (Web).

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 Hebbia

Nothing recorded that OpsLevel does not also cover.

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.

Hebbia

  • Enterprise search and AI research platformnot OpsLevel

OpsLevel

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

Where each one falls short

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

Hebbia

  • No pricing published on website; prospects must book a demo

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

Hebbia

On request

No published plan breakdown. See the Hebbia review.

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 Hebbia if

Nothing in the data separates Hebbia from OpsLevel on the points above - pick on price and on how each one feels to use.

Hebbia review

Choose OpsLevel if

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

Questions people ask

Is Hebbia or OpsLevel better?
Neither clearly leads. Hebbia 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, Hebbia or OpsLevel?
Hebbia starts at On request and OpsLevel at On request.
Does Hebbia or OpsLevel run on more platforms?
Both run on Web, so platform support will not decide this one for you.
What is Hebbia best used for?
Hebbia is most often used for enterprise search and ai research platform. Of those, enterprise search and ai research platform is not what OpsLevel is typically brought in for.
What can Hebbia do that OpsLevel cannot?
OpsLevel covers Service catalogue, Scorecards and rubric, Checks, Campaigns.

Answered from the vendors’ own pages

Hebbia: How much does Hebbia cost?

Hebbia does not publish pricing on its website. The company directs prospective customers to book a demo to discuss pricing and customization options.

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.

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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