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Machine Learning · head to head

ClearML vs Snipe-IT

ClearML logo

ClearML

Machine Learning

Open-source MLOps platform for experiment tracking and orchestration

From
Free
Rated
-
Full reviewWebsite
Snipe-IT logo

Snipe-IT

Inventory

Free open source IT asset management

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: ClearML broad scope means more to learn and more to run than a focused tracking tool; Snipe-IT hosted Basic caps API calls at 120 per minute and Small Business at 240 per minute; unlimited API calls require Dedicated hosting from $2,499.99 per year
  • They diverge on capability: ClearML covers Experiment tracking, Snipe-IT covers Asset tracking.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which ClearML and Snipe-IT actually diverge.

Attributes where ClearML and Snipe-IT differ
AttributeClearMLSnipe-IT
Pricing modelOpen-source self-hosted, with paid hosted and enterprise tiersfreemium
PlatformsLinux, macOS, Windows, Docker, KubernetesWeb, Cloud/Self-hosted
CategoryMachine LearningInventory
FoundedUnknown2013

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

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 ClearML

  • Experiment tracking
  • Remote execution
  • Data versioning
  • Pipelines

Only in Snipe-IT

  • Asset tracking
  • License management
  • Audit logs
  • Check-in/out
  • LDAP
  • SAML
  • API
  • Slack

What people use each for

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

ClearML

  • Tracking experiments across a team so results are reproduciblenot Snipe-IT
  • Moving training from laptops to shared GPU hardware without repackagingnot Snipe-IT
  • Versioning datasets alongside the experiments that consumed themnot Snipe-IT

Snipe-IT

  • Tracking IT hardware assets and their assignment to staffnot ClearML
  • Managing software licences, accessories and consumablesnot ClearML
  • Running a self hosted open source asset registernot ClearML

Where each one falls short

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

ClearML

  • Broad scope means more to learn and more to run than a focused tracking tool
  • Self-hosting the server is real infrastructure — database, file storage and web server
  • Documentation quality is uneven across the newer parts of the platform
  • Smaller community than the most popular tracking tools, so fewer worked examples exist

Snipe-IT

  • Hosted Basic caps API calls at 120 per minute and Small Business at 240 per minute; unlimited API calls require Dedicated hosting from $2,499.99 per year
  • Email support requires the Small Business hosting plan; Basic hosting gets community support only
  • Automated upgrades and server maintenance require the Small Business plan or higher
  • Enhanced LDAP, IP restrictions, a private server and VPN connectivity require Dedicated hosting
  • The self hosted edition is free but support is sold separately
  • Medium and large dedicated hosting is priced by quote

Pricing, plan by plan

ClearML

Free
  • Open sourceFree
    • Experiment tracking
    • Pipelines
    • Self-hosted server

Snipe-IT

Free
  • Self-HostedFree
    • Unlimited users
    • Unlimited assets
    • Complete asset management functionality
  • Basic Hosting$399.99/year
    • Unlimited users
    • Unlimited assets
    • SSL certificate
  • Small Business Hosting$999.99/year
    • Unlimited users
    • Unlimited assets
    • SSL certificate
  • Dedicated Hosting Small$2499.99/year
    • Unlimited users
    • Unlimited assets
    • Dedicated infrastructure

Which should you pick?

Choose ClearML if

  • You need experiment tracking.
  • You want to start without paying.
  • You work on Linux, macOS, Windows, Docker, Kubernetes.
  • You also want remote execution.
ClearML review

Choose Snipe-IT if

  • You need asset tracking.
  • You want to start without paying.
  • You work on Web, Cloud/Self-hosted.
  • You also want license management.
Snipe-IT review

Questions people ask

Is ClearML or Snipe-IT better?
Neither clearly leads. ClearML starts at Free and Snipe-IT at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, ClearML or Snipe-IT?
ClearML starts at Free and Snipe-IT at Free.
Does ClearML or Snipe-IT run on more platforms?
ClearML runs on Linux, macOS, Windows, Docker, Kubernetes. Snipe-IT runs on Web, Cloud/Self-hosted.
Can I use ClearML for free?
Both have a free tier, so you can try either at no cost before committing.
What is ClearML best used for?
ClearML is most often used for tracking experiments across a team so results are reproducible, moving training from laptops to shared gpu hardware without repackaging, versioning datasets alongside the experiments that consumed them. Of those, tracking experiments across a team so results are reproducible and moving training from laptops to shared gpu hardware without repackaging are not what Snipe-IT is typically brought in for.
What can ClearML do that Snipe-IT cannot?
ClearML covers Experiment tracking, Remote execution, Data versioning, Pipelines. Snipe-IT covers Asset tracking, License management, Audit logs, Check-in/out.

Answered from the vendors’ own pages

ClearML: Is ClearML free?

The open-source version is free and self-hostable. Hosted and enterprise tiers are paid.

Snipe-IT: How much does Snipe-IT cost?

Snipe-IT is free for self-hosted deployment. Hosted plans start at $399.99/year for Basic Hosting ($39.99/month) and range up to $7,500/year for large Dedicated Hosting. Annual plans offer 16% savings versus monthly billing.

Source
ClearML: How much code does tracking require?

Very little — adding a couple of lines to an existing training script captures parameters, metrics and environment automatically.

Snipe-IT: What is included in Snipe-IT hosting plans?

All Snipe-IT hosted plans include unlimited users and unlimited assets. Basic and Small Business plans add SSL certificates, automatic backups, email support, and priority feature requests. Dedicated plans provide dedicated infrastructure.

Source
ClearML: Does ClearML replace MLflow?

It covers MLflow’s tracking and adds orchestration, remote execution and data versioning. Whether that breadth is an advantage or extra weight depends on whether you need the rest.

Snipe-IT: Does Snipe-IT offer monthly billing?

Yes, monthly billing is available for hosted plans at 16% premium over annual rates. Basic Hosting is $39.99/month, Small Business is $99.99/month, and Dedicated plans range from $249.99 to $625/month.

Source
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