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ClearML

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Open-source MLOps platform for experiment tracking

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Reviews onG2
13 reviews tracked

The Bottom Line

Entry price

Free plan available, paid tiers above

Biggest pro

MLOps platform

Biggest con

Learning curve

TL;DR - ClearML

  • ClearML is an open-source MLOps platform for experiment tracking and model management
  • It automates ML pipelines, tracks experiments, and manages model deployment at scale
  • Free self-hosted option, cloud plans from $50/month
Pricing: Free plan available
Best for: Growing teams
4.7/5 across review platforms

What is ClearML?

Editorial review
ClearML tracks machine learning experiments and manages model lifecycle without lock-in. Log metrics, compare runs, manage datasets-MLOps infrastructure you can self-host or run in their cloud. Experiment tracking captures everything reproducibility requires. Pipeline orchestration handles training workflows. Model serving deploys to production. ML teams wanting open-source MLOps tools choose ClearML for experiment tracking and pipeline management they control.

Available on: Web

how we evaluateSourceclear.ml ↗

Pros & Cons

Pros

  • MLOps platform
  • Experiment tracking
  • Data management
  • Open source core
  • Self-hostable

Cons

  • Learning curve
  • UI complex
  • Documentation dense
  • Enterprise expensive
  • Smaller community

Ratings Across the Web

4.7(13 reviews)
G213 reviews
4.7/5

Ratings aggregated from independent review platforms. Learn more

Key Features

MLOps platformExperiment trackingOrchestrationModel servingSelf-hostedOpen source

Pricing Plans

Free Trial

Pricing checked Jul 5, 2026

Community

Free

Open source

  • Up to 3 users
  • 100GB storage
  • 1M API calls/month
  • Experiment tracking
Most Popular

Pro

$15/month per user

Small teams

  • Up to 10 users
  • 120GB storage
  • Cloud autoscaling
  • Hyperparameter optimization

Scale

null

Large teams

  • Unlimited users
  • Advanced infrastructure
  • Priority support

Enterprise

null

Enterprise

  • On-premise deployment
  • SSO/SAML
  • Dedicated support
Calculate your costView full pricing

How ClearML's pricing compares

At $15/mo, ClearML is the most affordable of its 2 direct competitors.

ClearML
$15
Comet ML
$19
Weights & Biases
$60

Entry paid plan, monthly. Pricing checked Jul 5, 2026.

Reviews

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4.7/5

Across 13 verified user reviews on G2

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Best ClearML Alternatives

Top alternatives based on features, pricing, and user needs.

MLflow logo
MLflowFree

Manage your ML lifecycle: track, register, and deploy models

4.1
Weights & Biases logo
Weights & BiasesFreemium

Track, compare, and share ML experiments and models

4.7
Kubeflow logo
KubeflowFree

The open-source foundation for building and deploying AI platforms on Kubernetes.

4.5
Comet ML logo
Comet MLPaid

Machine learning experiment tracking platform

4.3
Neptune.ai logo
Neptune.aiFreemium

Experiment tracking for ML teams

See all developer tools →

Still deciding?

Most buyers shortlist 2 or 3 tools before committing. Pull a side-by-side comparison or browse the full alternatives shortlist below.

ClearML vs MLflowHead-to-head: features, pricing, who winsClearML vs Weights & BiasesHead-to-head: features, pricing, who winsClearML vs KubeflowHead-to-head: features, pricing, who wins

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ClearML FAQ

How does ClearML assist with machine learning development?

ClearML tracks machine learning experiments, logs metrics, and allows comparison of different runs. It also provides pipeline orchestration to manage training workflows and model serving for production deployment, covering the entire model lifecycle.

Which teams benefit most from using ClearML?

ML teams seeking open-source MLOps tools for experiment tracking and pipeline management will find ClearML beneficial. It is designed for those who want control over their MLOps infrastructure, with options for self-hosting or cloud deployment.

What kind of trade-offs should users consider before adopting ClearML?

Users should be aware that ClearML has a learning curve and its user interface can be complex. The documentation is also dense, and while its core is open source, enterprise features can be expensive, and it has a smaller community compared to some alternatives.

How is ClearML priced?

ClearML is available on a free tier, allowing users to get started without initial cost. Paid plans are offered for those requiring more usage and advanced features beyond what the free tier provides.

Can ClearML be integrated into existing infrastructure?

Yes, ClearML offers an open-source core and can be self-hosted, providing flexibility for integration into existing MLOps infrastructure. Users can also opt to run it in the ClearML cloud.

How does ClearML compare to Weights & Biases?

ClearML provides an open-source MLOps platform with a focus on experiment tracking, data management, and pipeline orchestration. Unlike Weights & Biases, ClearML emphasizes its self-hostable option and open-source core for users who prioritize control over their infrastructure.

Source: clear.ml

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