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ClearML description
ClearML is an open-source platform designed to simplify and accelerate the development and deployment of AI models. It offers tools for managing data, tracking experiments, automating workflows, and deploying models. This comprehensive platform caters to different user roles within a company, providing a centralized hub for collaboration and efficient resource utilization, regardless of the complexity of your AI projects. ClearML aims to streamline the entire AI lifecycle, making it faster and easier for businesses to implement AI solutions.
Who is ClearML best for
ClearML is an open-source MLOps platform that simplifies and accelerates AI model development and deployment. It offers tools for data management, experiment tracking, workflow automation, and model deployment. ClearML is best for small to mid-sized businesses seeking a centralized platform to manage their AI projects. It offers flexible pricing options, including a free Community edition, making it accessible to a wider audience.
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Best fit for small to mid-sized businesses building and deploying AI/ML and LLM models.
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A good fit for any industry looking to streamline their AI/ML workflows.
ClearML features
| Supported ClearML fully supports GPU training and dynamic slicing for efficient resource use. |
| Supported ClearML provides tools and frameworks for building, training, and managing AI models. |
| Supported ClearML offers tools for tracking progress, generating reports, and gaining insights into key metrics. |
| Supported ClearML offers both cloud and hybrid deployment options for flexible infrastructure choices. |
ClearML pricing
The commentary is based on 1 reviews from ClearML G2 reviews.
ClearML's pricing varies depending on project scale, which may be a concern for some users. While some find it cost-effective for its end-to-end MLOps capabilities, others note the pricing structure can be complex depending on the features utilized.
See the ClearML pricing page.
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ClearML has a free plan.
Community
Best for individuals, researchers, academia, and small teams working on projects. Includes 100GB Free Artifact Storage, 1GB Metric Events, 1M API Calls/Month.
Pro
Best for growing AI teams that require enhanced features and more automation. Includes Free Community Features + Cloud Auto Scaling (AWS, GCP, Azure), Hyperparameter Optimization, Pipeline Triggers and Automations, Dashboards, Unlimited, Pay-As-You-go Usage (Storage and Activity). Free Community +20% Included: 120GB Free Artifact Storage, 1.2GB Metric Events, 1.2M API Calls/Month. Additional Usage: $0.1 / 1GB Artifact Storage, $0.01/1MB Metric Events, $1/100K API Calls, $0.04/hr per Application
Scale
Pay for What You Use. AI Development Center (Pro Features +): Hyper-Datasets, Fine-tuning, IDE Launcher, Vector Database integration, Kubernetes Integration, Task Scheduling and Triggering, Alerts, SSO integration, Private Slack Channel Support, SLA. AI Infrastructure Control Plane (Scale Features): Hardware- and Cloud-agnostic Orchestration, Job Scheduling, Multi-cluster Support, Fractional GPUs
Enterprise
For VPC or On-prem Cluster. AI Development Center (Scale Features +): ClearML Custom Apps, Configuration Vault, Slurm/PBS integration, LDAP Integration, Role-based Access Control, White-glove Support with Custom SLA, Professional Services. AI Infrastructure Control Plane (Scale Features +): Advanced Scheduling and Quota Management, Dynamic Fractional GPUs, Resource Allocation Policy Management, On-premise, Air-gapped, Multi-cloud, or Hybrid setups
ClearML alternatives
neptune.aiBetter user experience and customer support. More established, with positive user reviews praising ease of use and integrations. Offers interactive dashboards and simpler pricing.Read more
DataloopBetter for computer vision projects. Has pre-built models and pipelines. Grows faster but has shrunk its workforce. More user reviews available with positive feedback on support and features, but some users report performance issues and UI complexity. ClearML competitor and alternative.Read more
Qlik AutoMLBetter for users without coding experience seeking automated model building and insights. Has broader industry applicability but slower momentum. Users praise ease of use and integration with Qlik Sense but note limited customization and higher cost.Read more
GeminiBetter for text and code generation. More user-friendly, although it has some issues with data accuracy and response variety. Gemini is a ClearML competitor and a strong alternative for those focused on creative content generation.Read more
Vertex AIBetter for users without coding experience and offers pre-trained models. Easier to use, but potentially more expensive and has a steeper learning curve. Rated 4.4/5 stars on G2. Wider industry applicability.Read more
Red Hat OpenShift Data ScienceBetter for smaller teams and growing faster. A good ClearML competitor for those focused on finance and hybrid cloud deployments. Offers edge deployment.Read more
ClearML FAQ
What is ClearML and what does ClearML do?
ClearML is an open-source MLOps platform that streamlines the entire machine learning lifecycle. It offers tools for data and model management, experiment tracking, workflow automation, and deployment, simplifying and accelerating AI model development. It caters to various user roles and project complexities.
How does ClearML integrate with other tools?
ClearML integrates with various tools for a streamlined workflow. It supports experiment tracking tools like Weights & Biases and MLflow. ClearML also integrates with popular cloud providers and orchestration frameworks. This allows for flexible deployment and efficient resource management.
What the main competitors of ClearML?
ClearML's top competitors include Qlik AutoML, Dataloop, MATLAB, SAS Viya, Red Hat OpenShift Data Science, and Aporia. These alternatives offer various overlapping features, such as data analysis, model building, and AI platform management.
Is ClearML legit?
Yes, ClearML is a legitimate and safe open-source MLOps platform. It's known for its comprehensive features for managing data, tracking experiments, and deploying AI models, simplifying the entire AI lifecycle. ClearML offers a free community edition and paid plans for professional and enterprise use.
How much does ClearML cost?
ClearML offers a free Community plan, a Pro plan at $15/user/month, and Scale and Enterprise plans with custom pricing. The Pro plan includes additional features like cloud auto-scaling and hyperparameter optimization. Contact sales for Scale and Enterprise pricing details.
Is ClearML customer service good?
ClearML's customer service is generally considered responsive and helpful, with users highlighting the availability of support channels and a helpful online community. Users appreciate the readily available resources for onboarding and feature discovery. While some issues may be difficult to reproduce, the support team is praised for their ability to diagnose and resolve problems effectively.
Reviewed by
Michal has worked at startups for many years and writes about topics relating to software selection and IT management. As a former consultant for Bain, a business advisory company, he also knows how to understand needs of any business and find solutions to its problems.
Tymon is a seasoned CTO who loves finding the perfect tools for any task. He recently headed up the tech department at Batmaid, a well-known Swiss company, where he managed about 60 software purchases, including CX, HR, Payroll, Marketing automation and various developer tools.