Is Immuta or OpsLevel better?

Neither clearly leads. Immuta 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, Immuta or OpsLevel?

Immuta starts at On request and OpsLevel at On request.

Does Immuta or OpsLevel run on more platforms?

Immuta runs on Web, API. OpsLevel runs on Web.

What is Immuta best used for?

Immuta is most often used for a bank whose snowflake estate has grown to tens of thousands of roles that no one can review before an audit, a healthcare analytics team that must let researchers query patient data with identifiers masked unless a specific purpose is recorded, a multinational applying different residency and access rules per jurisdiction to the same tables without duplicating datasets, an organisation running both snowflake and databricks that wants one policy set rather than two divergent implementations. Of those, a bank whose snowflake estate has grown to tens of thousands of roles that no one can review before an audit and a healthcare analytics team that must let researchers query patient data with identifiers masked unless a specific purpose is recorded are not what OpsLevel is typically brought in for.

What can Immuta do that OpsLevel cannot?

Immuta covers Attribute-based policy, Native enforcement, Dynamic masking, Row-level filtering. OpsLevel covers Service catalogue, Scorecards and rubric, Checks, Campaigns.

Databases · head to head

Immuta vs OpsLevel

Immuta

Databases

Attribute-based access control and masking applied inside Snowflake, Databricks and BigQuery

From: On request
Free plan: No

Visit Immuta Full review

OpsLevel

Developer Tools

Internal developer portal that scores service ownership and production readiness

From: On request
Free plan: No

Visit OpsLevel Full review

The short version

Only Immuta lists attribute-based policy; only OpsLevel lists service catalogue.
Prices and features on this page were last checked on 31 August 2026.

Where they differ

Only the attributes on which Immuta and OpsLevel actually diverge.

Attributes where Immuta and OpsLevel differ
Attribute	Immuta	OpsLevel
Platforms	Web, API	Web
Category	Databases	Developer Tools

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

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 Immuta

Attribute-based policy
Native enforcement
Dynamic masking
Row-level filtering
Purpose-based access
Sensitive data tagging
Audit logging
Multi-platform

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.

Immuta

A bank whose Snowflake estate has grown to tens of thousands of roles that no one can review before an auditnot OpsLevel
A healthcare analytics team that must let researchers query patient data with identifiers masked unless a specific purpose is recordednot OpsLevel
A multinational applying different residency and access rules per jurisdiction to the same tables without duplicating datasetsnot OpsLevel
An organisation running both Snowflake and Databricks that wants one policy set rather than two divergent implementationsnot OpsLevel

OpsLevel

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

Where each one falls short

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

Immuta

Contracts commonly start around one hundred to two hundred thousand US dollars a year for mid-market deployments and exceed five hundred thousand at enterprise scale, which excludes most data teams without a regulatory mandate
Policy is only as good as the data classification underneath it, so an organisation with poorly tagged columns will spend months on classification before Immuta enforces anything useful
Native enforcement means capability varies by platform, and a feature available on Snowflake may be absent or behave differently on BigQuery, which undermines the promise of one policy set everywhere
Adding an access governance layer creates a new dependency in the path to data: a misconfigured policy silently returns fewer rows rather than erroring, and analysts can act on incomplete results without noticing
It governs cloud data platforms, so personal data in operational databases, files and SaaS applications sits outside its scope and needs separate controls, meaning Immuta is rarely the whole answer

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

Immuta

On request

Immuta PlatformOn request
- Attribute-based policy authoring
- Native enforcement in supported data platforms
- Dynamic masking and row-level security

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 Immuta if

You need attribute-based policy.
You work on Web, API.
You also want native enforcement.

Immuta review

Choose OpsLevel if

You need service catalogue.
You also want scorecards and rubric.

OpsLevel review

Questions people ask

Is Immuta or OpsLevel better?: Neither clearly leads. Immuta 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, Immuta or OpsLevel?: Immuta starts at On request and OpsLevel at On request.
Does Immuta or OpsLevel run on more platforms?: Immuta runs on Web, API. OpsLevel runs on Web.
What is Immuta best used for?: Immuta is most often used for a bank whose snowflake estate has grown to tens of thousands of roles that no one can review before an audit, a healthcare analytics team that must let researchers query patient data with identifiers masked unless a specific purpose is recorded, a multinational applying different residency and access rules per jurisdiction to the same tables without duplicating datasets, an organisation running both snowflake and databricks that wants one policy set rather than two divergent implementations. Of those, a bank whose snowflake estate has grown to tens of thousands of roles that no one can review before an audit and a healthcare analytics team that must let researchers query patient data with identifiers masked unless a specific purpose is recorded are not what OpsLevel is typically brought in for.
What can Immuta do that OpsLevel cannot?: Immuta covers Attribute-based policy, Native enforcement, Dynamic masking, Row-level filtering. OpsLevel covers Service catalogue, Scorecards and rubric, Checks, Campaigns.

Answered from the vendors’ own pages

Immuta: Does Immuta sit in the query path?

No. It compiles policies into the data platform's own native controls, so queries run at normal speed through your existing tools.

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.

Immuta: What does it cost?

Not published. Market data suggests roughly 100,000 to 200,000 US dollars a year for mid-market deployments and considerably more at enterprise scale.

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.

Immuta: Is Immuta still independent?

Yes. It remains independently owned, unlike several competitors in data access governance that have been acquired.

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.

Immuta: Does it work across more than one warehouse?

Yes, one policy set can target Snowflake, Databricks, BigQuery and Starburst, though enforcement capability varies by platform.

OpsLevel: Can it run on premises?

Yes, but only on the Enterprise plan.

Immuta vs OpsLevel

Immuta

OpsLevel

The short version

Where they differ

What each one covers

Only in Immuta

Only in OpsLevel

What people use each for

Immuta

OpsLevel

Where each one falls short

Immuta

OpsLevel

Pricing, plan by plan

Immuta

OpsLevel

Which should you pick?

Choose Immuta if

Choose OpsLevel if

Questions people ask

Answered from the vendors’ own pages

Related pages

More on Immuta

More on OpsLevel

Keep looking

Other head to heads