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Comparison

clearml vs flyte

Verdict

Pick clearml if ^Auto-Magical CI/CD for streamlined AI workload management$; pick flyte if flyte is ideal for organizations that require a scalable and resilient environment to manage complex AI workflows involving data, models, and computations.

Markdown twin · clearml alternatives · flyte alternatives

GraphCanon updated today

clearml logo

clearml

clearml/clearml

★ 6.8kpushed Jul 7, 2026
vs
flyte logo

flyte

flyteorg/flyte

★ 7.1kpushed Jul 11, 2026

Trust & integrity

Signalclearmlflyte
Maintenance
Very active (4d since push)
As of today · github_public_v1
Very active (0d since push)
As of today · github_public_v1
Provenance
Not a fork · Organization account
As of today · github_public_v1
Not a fork · Organization account
As of today · github_public_v1
Security (OSV)
119 low (119 low)
As of today · osv@v1
No lockfile
As of today · none
clearml trust reportflyte trust reportTrust methodology

Tagline

clearml
ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution
flyte
Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.

Stars

clearml
6.8k
flyte
7.1k

Forks

clearml
782
flyte
845

Open issues

clearml
565
flyte
205

Language

clearml
Python
flyte
Go

Adopt for

clearml
^Auto-Magical CI/CD for streamlined AI workload management$
flyte
Flyte is ideal for organizations that require a scalable and resilient environment to manage complex AI workflows involving data, models, and computations.

Persona

clearml
-
flyte
-

Runtime

clearml
-
flyte
-

License

clearml
Apache-2.0
flyte
Apache-2.0

Last pushed

clearml
Jul 7, 2026
flyte
Jul 11, 2026

Categories

clearml
AI Agents, Inference & Serving, LLM Frameworks
flyte
AI Agents, Data & Retrieval, Developer Tools, Model Training

Trust and health

Days since push

clearml
4d
flyte
0d

Open issues (now)

clearml
565
flyte
205

Security scan

clearml
119 low (119 low)
flyte
No lockfile

Full report

clearml
Trust report
flyte
Trust report

Choose clearml if…

  • clearml is primarily Python; flyte is Go.
  • Tags unique to clearml: ai, clearml, control, deep-learning.
  • Also covers Inference & Serving, LLM Frameworks.
  • - When you require a comprehensive MLOps solution that integrates experiment management, data management, pipeline orchestration, and serving in one tool.

When NOT to use clearml

  • - If your team is already deeply committed to another MLOps platform that has extensive custom integrations built into it, moving to ClearML could involve substantial rework.
  • - When working in a non-Python environment since ClearML primarily supports Python.
GitHubDetails

Choose flyte if…

  • flyte is primarily Go; clearml is Python.
  • Tags unique to flyte: agentic, ai-agents, ai-development-tools, data-analysis.
  • Also covers Data & Retrieval, Developer Tools, Model Training.
  • flyte ships Docker support for self-hosted deployment.
  • You need robust orchestration for deploying machine learning pipelines in production environments with dynamic scaling.

When NOT to use flyte

  • If your organization strictly uses Python-based environments without plans to integrate Go or GRPC, Flyte's utility may be diminished.
  • For smaller-scale projects that do not require high levels of scalability or complexity in orchestration, using Flyte might introduce unnecessary overhead.
GitHubDetails

Explore

clearml trust report →flyte trust report →AI Agents category →Inference & Serving category →LLM Frameworks category →Data & Retrieval category →Developer Tools category →Model Training category →All comparisonsStack workflowsTrending tools

Sources

Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.

GitHub stars on cards: clearml 6.8k · flyte 7.1k (synced Jul 11, 2026).

Common questions

What is the difference between clearml and flyte?
clearml: ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution. flyte: Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.. See the comparison table for live GitHub stats and shared categories.
When should I choose clearml over flyte?
Choose clearml over flyte when clearml is primarily Python; flyte is Go; Tags unique to clearml: ai, clearml, control, deep-learning; Also covers Inference & Serving, LLM Frameworks; - When you require a comprehensive MLOps solution that integrates experiment management, data management, pipeline orchestration, and serving in one tool.
When should I choose flyte over clearml?
Choose flyte over clearml when flyte is primarily Go; clearml is Python; Tags unique to flyte: agentic, ai-agents, ai-development-tools, data-analysis; Also covers Data & Retrieval, Developer Tools, Model Training; flyte ships Docker support for self-hosted deployment; You need robust orchestration for deploying machine learning pipelines in production environments with dynamic scaling.
When should I avoid clearml?
- If your team is already deeply committed to another MLOps platform that has extensive custom integrations built into it, moving to ClearML could involve substantial rework. - When working in a non-Python environment since ClearML primarily supports Python.
When should I avoid flyte?
If your organization strictly uses Python-based environments without plans to integrate Go or GRPC, Flyte's utility may be diminished. For smaller-scale projects that do not require high levels of scalability or complexity in orchestration, using Flyte might introduce unnecessary overhead.
Is clearml or flyte more popular on GitHub?
flyte has more GitHub stars (7,132 vs 6,770). Stars measure visibility, not whether either tool fits your constraints.
Are clearml and flyte open source?
Yes - both are open-source projects on GitHub (clearml: Apache-2.0, flyte: Apache-2.0).
Where can I find alternatives to clearml or flyte?
GraphCanon lists graph-backed alternatives at clearml alternatives and flyte alternatives (clearml markdown twin, flyte markdown twin), ranked by typed relationship edges rather than popularity votes.
Is there a machine-readable version of this comparison?
Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
Which is better maintained, clearml or flyte?
clearml: Very active. flyte: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
Where are the full trust reports for clearml and flyte?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: clearml trust report; flyte trust report.