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Head to head · 2026

Clear.ml vs MLflow

Pricing, free plans, ratings, features, pros and cons, side by side. Where one comes out ahead, we mark it.

Clear.ml

Open-source MLOps platform tracking experiments, managing data, and orchestrating pipelines across the ML lifecycle

4.3$15/mo

Visit Clear.ml (opens Clear.ml in a new tab)

MLflow

The largest open-source AI engineering platform for agents, LLMs, and ML models - 30M+ downloads a…

3.8Free

Visit MLflow (opens MLflow in a new tab)

Who comes out ahead

Based only on the facts in our directory. The right pick still depends on the job you need done.

  • Lower starting price

    Not comparable

    Not comparable: MLflow does not list a price

  • Free plan

    Tie

    Both have one

  • Higher rating

    Clear.ml

    4.3 against 3.8

  • Same job?

    Yes

    Both are AI Infrastructure & Agent Tooling tools

Side by side

Compared onClear.mlMLflow
Our rating4.3Better3.8
Starts at$15/moFree
Free planYesYes
CategoryAI Infrastructure & Agent ToolingAI Infrastructure & Agent Tooling
PlansFrom $15/moFree
Key features
  • Automatic experiment tracking (code, hyperparameters, datasets, artifacts)
  • Data versioning on top of existing object storage
  • Pipeline orchestration for MLOps and LLMOps workflows
  • Model-serving infrastructure for production deployment
  • GPU resource management via an infrastructure control plane
  • Experiment tracking, hyperparameter tuning, and model registry
  • Prompt optimization using state-of-the-art algorithms
  • AI-powered issue detection across 6 quality dimensions
  • Covers both traditional ML and modern LLM/agent workflows in one platform
  • 100% open source (Apache 2.0), backed by the Linux Foundation
Pros
  • Free, self-hostable open-source core avoids vendor lock-in entirely
  • Five-module coverage spans the full ML lifecycle instead of experiment tracking
  • Near decade of operating history and enterprise customers (NVIDIA, Samsung, Bosch) back its stability
  • Handles both classic ML lifecycle management and LLM/agent evaluation in one tool
  • No vendor lock-in - fully open source and self-hostable
  • Genuinely massive, active adoption (30M+ monthly downloads, Fortune 500 production use)
Cons
  • Five-module breadth means a learning curve to use the platform to its full extent
  • Self-hosting the open-source version requires infrastructure and DevOps effort a hosted competitor wouldn't
  • Enterprise and Scale tier pricing isn't published, requiring a sales conversation
  • A code library/platform, not a hosted no-code product
  • Self-hosting requires real infrastructure and ML engineering expertise
  • No managed commercial support beyond community/documentation channels
CompanyClearML, founded 2016MLflow (Linux Foundation)

Prices come from each vendor's pricing page, last checked 20260824. Check the vendor before you buy.

FAQ

Questions people ask

Is Clear.ml better than MLflow?

In our reviews Clear.ml scores 4.3 and MLflow scores 3.8. The better pick depends on the job. Clear.ml: Open-source MLOps platform tracking experiments, managing data, and orchestrating pipelines across the ML lifecycle. MLflow: The largest open-source AI engineering platform for agents, LLMs, and ML models - 30M+ downloads a month, Fortune 500 production use, backed by the Linux Foundation.

Which is cheaper, Clear.ml or MLflow?

Clear.ml: from $15/mo. MLflow: free.

Do Clear.ml and MLflow have free plans?

Yes, both have a free plan.

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