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Domino Data Lab vs Ollama

Domino Data Lab logo

Domino Data Lab

Software

Enterprise MLOps platform

From
Free
Rated
-
Full reviewWebsite
Ollama logo

Ollama

Software

Open-source tool for running LLMs locally on desktop and servers

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Domino Data Lab pricing is by quote only: the pricing page publishes no rate and no minimum, and the tier breakdown is behind a downloadable datasheet form; Ollama requires user to provide computational hardware; no free cloud compute; models may not fit in available RAM on typical machines

Where they differ

Only the attributes on which Domino Data Lab and Ollama actually diverge.

Attributes where Domino Data Lab and Ollama differ
AttributeDomino Data LabOllama
Pricing modelsubscriptionopen-source
PlatformsWebmacOS, Windows, Linux, Cloud (AWS, Google Cloud, Azure, self-hosted)
Founded2013Unknown

Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated), category (Unknown).

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 Domino Data Lab

  • Reproducible environments
  • Model registry
  • Model monitoring
  • Collaboration
  • Governance
  • AWS
  • Azure
  • GCP

Only in Ollama

Nothing recorded that Domino Data Lab does not also cover.

What people use each for

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

Domino Data Lab

  • Running reproducible data science workspaces and experiments on shared computenot Ollama
  • Deploying and monitoring models with governance controlsnot Ollama
  • Giving regulated enterprises a self managed MLOps platformnot Ollama

Ollama

  • Local development and testing without API costs or rate limitsnot Domino Data Lab
  • Privacy-sensitive applications requiring data to remain on-devicenot Domino Data Lab
  • Cost-sensitive deployments where computational resources are already availablenot Domino Data Lab
  • Fully offline environments or air-gapped networksnot Domino Data Lab

Where each one falls short

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

Domino Data Lab

  • Pricing is by quote only: the pricing page publishes no rate and no minimum, and the tier breakdown is behind a downloadable datasheet form
  • Licensing is split by user type, with separate data science professional, data analyst, service account and admin licences
  • FinOps, Nexus and Governance are paid add on modules rather than part of the platform
  • Support level is a separate priced choice
  • Self managed VPC or on premises deployment requires the Premium tier or higher
  • No free trial is offered on the pricing page

Ollama

  • Requires user to provide computational hardware; no free cloud compute; models may not fit in available RAM on typical machines
  • No hosted service option for inference; all computational burden falls to user
  • Limited to open-weight models; cannot run proprietary models like GPT-4 or Claude locally
  • Performance depends entirely on user's hardware; no SLAs or guarantees on speed

Pricing, plan by plan

Domino Data Lab

Free
  • TrialFree
    • 14-day trial
    • Full features
  • EnterpriseFree
    • Full platform
    • Enterprise support
    • SLA

Ollama

Free

No published plan breakdown. See the Ollama review.

Which should you pick?

Choose Domino Data Lab if

  • You need reproducible environments.
  • You want to start without paying.
  • You also want model registry.
Domino Data Lab review

Choose Ollama if

  • You want to start without paying.
  • You work on macOS, Windows, Linux, Cloud (AWS, Google Cloud, Azure, self-hosted).
Ollama review

Questions people ask

Is Domino Data Lab or Ollama better?
Neither clearly leads. Domino Data Lab starts at Free and Ollama at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Domino Data Lab or Ollama?
Domino Data Lab starts at Free and Ollama at Free.
Does Domino Data Lab or Ollama run on more platforms?
Domino Data Lab runs on Web. Ollama runs on macOS, Windows, Linux, Cloud (AWS, Google Cloud, Azure, self-hosted).
Can I use Domino Data Lab for free?
Both have a free tier, so you can try either at no cost before committing.
What is Domino Data Lab best used for?
Domino Data Lab is most often used for running reproducible data science workspaces and experiments on shared compute, deploying and monitoring models with governance controls, giving regulated enterprises a self managed mlops platform. Of those, running reproducible data science workspaces and experiments on shared compute and deploying and monitoring models with governance controls are not what Ollama is typically brought in for.
What can Domino Data Lab do that Ollama cannot?
Domino Data Lab covers Reproducible environments, Model registry, Model monitoring, Collaboration.
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