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Tools/ClearML/vs Determined AI
ClearML

ClearML

infrastructure
vs
Determined AI

Determined AI

infrastructure

ClearML vs Determined AI — Comparison

15 integrations7 featuresVenture (Round not Specified)
Pain: 1/10015 integrations8 featuresMerger / Acquisition
The Bottom Line

ClearML offers a comprehensive suite for ML operations with robust tools for managing and orchestrating GPU clusters, while Determined AI focuses on efficient, scalable training capabilities and hyperparameter optimization. ClearML serves more than 2,100 organizations, indicating strong adoption, while Determined AI emphasizes ease of use and collaboration in smaller teams.

Best for

ClearML is the better choice when managing and orchestrating complex machine learning infrastructure, particularly for larger teams needing close collaboration between data scientists and engineers.

Best for

Determined AI is the better choice when focusing on optimizing training workloads and hyperparameter optimization across cloud or hybrid environments for small to medium-sized teams.

Key Differences

  • 1.ClearML offers a broader integration with cloud services like AWS and Google Cloud Platform, while Determined AI primarily supports AWS S3 and Google Cloud Storage.
  • 2.ClearML provides a free tier, while Determined AI’s pricing is less clear, often bundled within larger discussions of cost vs benefit.
  • 3.ClearML excels in experiment tracking and model deployment, particularly with Kubernetes orchestration, compared to Determined AI which focuses more on training efficiency.
  • 4.With approximately 58 employees, ClearML is a larger operation than Determined AI, which has around 11 employees, potentially impacting community and support resources.
  • 5.Both platforms integrate with MLflow and Docker, but ClearML uniquely positions itself with strong hybrid cloud strategies, unlike Determined AI which emphasizes direct distributed training capabilities.

Verdict

ClearML suits enterprises aiming for comprehensive AI infrastructure management with strong orchestration tools, especially in environments with diverse resource needs. Conversely, Determined AI benefits teams prioritizing training efficiency and collaborative model development, particularly when resource scaling is critical but infrastructure complexity is secondary.

Overview
What each tool does and who it's for

ClearML

Unlock enterprise-scale AI with ClearML’s AI Infrastructure Platform. Manage GPU clusters, streamline AI/ML workflows, and deploy GenAI models effortl

ClearML is praised for its comprehensive suite of AI and machine learning management tools, particularly in orchestration and experiment tracking, which make it highly appealing for future-proofing AI skillsets. Users generally view it as a robust and versatile platform for handling complex ML workflows. However, some users express concerns about the steep learning curve associated with mastering the platform, which may be daunting for beginners. Pricing is not prominently mentioned, suggesting it might be neutrally or positively received in this respect. Overall, ClearML maintains a strong reputation among AI and ML enthusiasts as a valuable tool in the landscape of machine learning operations.

Determined AI

While there's limited direct user feedback on "Determined AI" in the provided content, the social mentions surrounding AI and its applications suggest that users are engaged in discussions about AI's role and reliability in various fields. In general, AI tools are noted for their prowess in pattern recognition and data analysis, but also face criticism for bias or errors in specific scenarios. Pricing sentiment isn't clearly addressed, though AI tools often evoke discussions about cost versus benefit. Overall, "Determined AI," like many AI applications, is part of a robust discourse on technological capabilities and ethical use.

Key Metrics
4
Mentions (30d)
26
Mention Velocity
How discussion volume is trending week-over-week

ClearML

-50% vs last week

Determined AI

-57% vs last week
Where People Discuss
Mention distribution across platforms

ClearML

Reddit
75%
YouTube
25%

Determined AI

Reddit
90%
YouTube
10%
Community Sentiment
How developers feel about each tool based on mentions and reviews

ClearML

10% positive75% neutral15% negative

Determined AI

0% positive100% neutral0% negative
Pricing

ClearML

subscription + per-seat + tieredFree tier

Pricing found: $0, $15, $0.1 / 1gb, $0.01/1mb, $1/100k

Determined AI

Use Cases
When to use each tool

ClearML (8)

Managing and orchestrating GPU clusters for machine learning workloadsStreamlining the deployment of machine learning models in production environmentsOptimizing resource allocation for AI projects across multiple teamsFacilitating collaboration between data scientists and engineers in an enterprise settingMonitoring and tracking experiments and model performance over timeIntegrating with existing CI/CD pipelines for seamless updates and rollbacksProviding a unified dashboard for managing AI infrastructure and workflowsEnabling hybrid cloud strategies for scalable AI solutions

Determined AI (6)

Training large-scale deep learning modelsOptimizing hyperparameters for better model performanceManaging and tracking multiple experiments simultaneouslyScaling training workloads across cloud and on-premise resourcesCollaborating on machine learning projects within teamsIntegrating with existing CI/CD pipelines for ML workflows
Features

Only in ClearML (7)

Join 2,100+ forward-thinking organizations worldwide using ClearMLControlStreamlineSimplify Kubernetes and cloud deployment for hassle-free resource consumptionMaximize ROIOptimize ResourcesSimplify Operations

Only in Determined AI (8)

Distributed training capabilitiesHyperparameter optimizationExperiment tracking and managementAutomatic resource scalingSupport for multiple machine learning frameworksUser-friendly dashboard for monitoringVersion control for datasets and modelsCollaboration tools for teams
Integrations

Shared (9)

KubernetesDockerJupyter NotebooksTensorFlowPyTorchMLflowSlackGitHubPrometheus

Only in ClearML (6)

AWSGoogle Cloud PlatformAzureGitLabBitbucketGrafana

Only in Determined AI (6)

KerasApache SparkAWS S3Google Cloud StorageAzure Blob StorageJenkins
Developer Ecosystem
—
npm Packages
20
2
HuggingFace Models
4
Pain Points
Top complaints from reviews and social mentions

ClearML

token cost (1)

Determined AI

token usage (1)openai bill (1)
Top Discussion Keywords
Most mentioned keywords from community discussions

ClearML

token cost (1)

Determined AI

token usage (1)openai bill (1)
Latest Videos
Recent uploads from official YouTube channels

ClearML

Enterprise AI Infrastructure Security Series - 6) Application Gateway

Enterprise AI Infrastructure Security Series - 6) Application Gateway

Apr 2, 2026

Enterprise AI Infrastructure Security Series - 5) Compute & Data Access Governance

Enterprise AI Infrastructure Security Series - 5) Compute & Data Access Governance

Mar 18, 2026

Enterprise AI Infrastructure Security - 4) Service Accounts & Automation Security

Enterprise AI Infrastructure Security - 4) Service Accounts & Automation Security

Mar 18, 2026

Enterprise AI Infrastructure Security Series - 3) Configuration Governance with Administrator Vaults

Enterprise AI Infrastructure Security Series - 3) Configuration Governance with Administrator Vaults

Mar 12, 2026

Determined AI

No YouTube channel

Product Screenshots

ClearML

ClearML screenshot 1ClearML screenshot 2ClearML screenshot 3

Determined AI

No screenshots

What People Talk About
Most discussed topics from community mentions

ClearML

open source3
model selection3
workflow3
documentation2
api2
scalability2
ease of use2
accuracy2

Determined AI

Top Community Mentions
Highest-engagement mentions from the community

ClearML

ClearML AI

ClearML AI

YouTubeneutral source

Determined AI

Determined AI AI

Determined AI AI

YouTubeneutral source
Company Intel
information technology & services
Industry
information technology & services
58
Employees
11
$11.0M
Funding
$16.2M
Venture (Round not Specified)
Stage
Merger / Acquisition
Supported Languages & Categories

Only in ClearML (5)

AI/MLFinTechDevOpsSecurityAnalytics
Frequently Asked Questions
Is ClearML or Determined AI better for managing large AI teams?▼

ClearML is better suited for managing large AI teams due to its robust orchestration and collaborative capabilities.

How does ClearML pricing compare to Determined AI?▼

ClearML offers a free tier with subscription and per-seat pricing options, while Determined AI's pricing is less explicitly detailed but seems to be aligned more with its feature set.

Which has better community support, ClearML or Determined AI?▼

ClearML likely offers better community support due to its larger company size of ~58 employees, suggesting more resources for community engagement compared to Determined AI's ~11 employees.

Can ClearML and Determined AI be used together?▼

Yes, both tools can be used together, particularly since they integrate with common tools like TensorFlow, PyTorch, and Docker, allowing complementary use in certain workflows.

Which is easier to get started with, ClearML or Determined AI?▼

Determined AI might be easier to start with due to its emphasis on user-friendly dashboards and collaboration tools compared to ClearML's steeper learning curve associated with its extensive features.

View ClearML Profile View Determined AI Profile