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Head to head · 2026

Clear.ml vs CrewAI

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)

CrewAI

Agents organized like a crew, each with a defined role

4.4Free

Visit CrewAI (opens CrewAI 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: CrewAI does not list a price

  • Free plan

    Tie

    Both have one

  • Higher rating

    CrewAI

    4.3 against 4.4

  • Same job?

    Yes

    Both are AI Infrastructure & Agent Tooling tools

Side by side

Compared onClear.mlCrewAI
Our rating4.34.4Better
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
  • Role-based multi-agent orchestration framework
  • Open-source and free to use
  • Defined agent roles, goals, and tool access
  • One of the most widely adopted agent frameworks on GitHub
  • Enterprise control plane for production deployment
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
  • Role-based metaphor is easier to reason about than lower-level frameworks
  • Large, active open-source community and adoption
  • Free core framework with an enterprise option for production needs
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
  • Still requires real development skill, not a no-code tool
  • Higher-level abstraction trades away some fine-grained control
  • Enterprise features require a separate paid deployment
CompanyClearML, founded 2016CrewAI, founded 2023

Prices come from each vendor's pricing page, last checked 20260810. Check the vendor before you buy.

FAQ

Questions people ask

Is Clear.ml better than CrewAI?

In our reviews Clear.ml scores 4.3 and CrewAI scores 4.4. The better pick depends on the job. Clear.ml: Open-source MLOps platform tracking experiments, managing data, and orchestrating pipelines across the ML lifecycle. CrewAI: Agents organized like a crew, each with a defined role.

Which is cheaper, Clear.ml or CrewAI?

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

Do Clear.ml and CrewAI have free plans?

Yes, both have a free plan.

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