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Business Intelligence · head to head

Glean vs Okteto

Glean logo

Glean

Business Intelligence

Work AI that Works

From
On request
Free plan
No
Visit GleanFull review
Okteto logo

Okteto

Developer Tools

Runs production-like development environments on your own Kubernetes cluster

From
Free
Free plan
Yes
Visit OktetoFull review

The short version

  • Okteto is free; Glean prices on request.
  • Where Glean falls short: no pricing published on website; enterprise sales model requires demo request.
  • Prices and features on this page were last checked on 13 November 2026.

Where they differ

Only the attributes on which Glean and Okteto actually diverge.

Attributes where Glean and Okteto differ
AttributeGleanOkteto
Starting priceOn requestFree
Free tierNoYes
PlatformsWebLinux, macOS, Windows, API, Self-hosted, Web
CategoryBusiness IntelligenceDeveloper Tools

Identical on both: pricing model (Quote).

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 Glean

Nothing recorded that Okteto does not also cover.

Only in Okteto

  • Cluster development environments
  • File synchronisation
  • Development containers
  • Environment catalogue
  • Preview environments
  • Bring your own cloud

What people use each for

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

Glean

  • Onboarding new employees across distributed teams to company knowledgenot Okteto
  • Maintaining centralized searchable intranet for compliance requirementsnot Okteto
  • Surfacing historical archived content for editorial and sales teamsnot Okteto
  • Creating AI agents through natural language without engineersnot Okteto
  • Reducing language model costs by filtering unnecessary datanot Okteto

Okteto

  • A microservices estate where no developer can run the full dependency graph on a laptopnot Glean
  • Giving each pull request a working environment reviewers can click rather than describenot Glean
  • Letting coding agents build and test against real databases and queues instead of mocksnot Glean
  • Removing a fleet of local Kubernetes installations that drift from production and produce false test resultsnot Glean

Where each one falls short

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

Glean

  • No pricing published on website; enterprise sales model requires demo request

Okteto

  • Two of the three plans publish no price at all, with no currency and no billing period stated anywhere, so any budget above five seats requires a sales conversation before you can even compare it with an alternative
  • The Apache-2.0 CLI is restricted to the development section of the manifest, so build services, user management and observability all require the commercial platform and the open licence provides very little continuity insurance
  • The last disclosed funding round is a 15 million US dollar Series A from February 2022 with nothing announced since, and the contributor base is dominated by company employees, which is concentrated risk for something embedded in every developer daily loop
  • You must bring and pay for the Kubernetes cluster, so node cost, capacity planning and version upgrades stay with your platform team on top of the licence fee
  • The 2026 repositioning towards AI agents means the classic developer inner loop is no longer what the marketing leads with, so a buyer purchasing that use case should confirm roadmap commitment rather than assume it

Pricing, plan by plan

Glean

On request

No published plan breakdown. See the Glean review.

Okteto

Free
  • StarterFree
    • 5 seats included
    • Self-hosted deployment into your own cluster
    • Community support
  • ScaleOn request
    • Contact sales, no price, currency or billing period published
    • More seats and environments than Starter
    • Self-hosted deployment
  • EnterpriseOn request
    • Contact sales, no price published
    • Bring your own cloud deployment
    • Available through Google Cloud and AWS marketplaces

Which should you pick?

Choose Glean if

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

Glean review

Choose Okteto if

  • You need cluster development environments.
  • You want to start without paying.
  • You work on Linux, macOS, Windows, API, Self-hosted, Web.
  • You also want file synchronisation.
Okteto review

Questions people ask

Is Glean or Okteto better?
Neither clearly leads. Glean starts at On request and Okteto at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Glean or Okteto?
Okteto has a free tier; the other does not. Paid plans start at On request for Glean and Free for Okteto.
Does Glean or Okteto run on more platforms?
Glean runs on Web. Okteto runs on Linux, macOS, Windows, API, Self-hosted, Web.
Can I use Okteto for free?
Yes. Okteto has a free tier, so you can try it without paying. Glean starts at On request.
What is Glean best used for?
Glean is most often used for onboarding new employees across distributed teams to company knowledge, maintaining centralized searchable intranet for compliance requirements, surfacing historical archived content for editorial and sales teams, creating ai agents through natural language without engineers. Of those, onboarding new employees across distributed teams to company knowledge and maintaining centralized searchable intranet for compliance requirements are not what Okteto is typically brought in for.
What can Glean do that Okteto cannot?
Okteto covers Cluster development environments, File synchronisation, Development containers, Environment catalogue.

Answered from the vendors’ own pages

Glean: How much does Glean cost?

Glean does not publish pricing on its website. The platform uses an enterprise sales model where customers request a demo and pricing is determined through direct consultation with the sales team.

Source
Okteto: Is Okteto open source?

The CLI is Apache-2.0, but the README states it supports only the development section of the manifest. Everything operationally interesting, including builds, user management and observability, is in the commercial platform.

Glean: Does Glean offer a free tier or trial?

No free tier information is available on Glean's website. Interested users must request a demo to learn about trial options and pricing.

Source
Okteto: What does it cost?

Only the free Starter tier with five seats is published. Scale and Enterprise are both contact sales, with no price, currency or billing period disclosed on the pricing page.

Okteto: Do I need my own Kubernetes cluster?

Yes. Okteto installs into a cluster you provide and pay for, so capacity, upgrades and node costs remain your responsibility in addition to the licence.

Okteto: How is this different from running Kubernetes locally?

Environments run against the same managed databases, queues and service mesh as production, so a class of failures that only appears in a real cluster is caught before merge rather than after deploy.

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