CLEARML
ClearML provides an open-source and enterprise MLOps platform that helps data science and machine learning teams manage experiments, orchestrate training and pipelines, and deploy models to production. Its tools integrate with existing ML stacks to track workflows, manage compute resources, and collaborate across teams, offered via a hosted SaaS and self-managed deployments for enterprises.
- MLOps & ML Platforms
- Cloud Infrastructure & Hosting
- Revenue
- $8.0M
- Employees
- 80
- Founded
- 2016
- Headquarters
- Tel Aviv, Israel
What 22 Arbolus experts think of CLEARML
ClearML’s NPS scores cluster between 6 and 10, with a mean in the 7–8 range. Renewal intent shows significant uncertainty: among those reporting, only three indicate confidence in renewal, while several large spending accounts report hesitance or negative intent. Stickiness is high among users in mature, production-stage environments and notably weaker in pilot and offboarding stages. Key feedback themes highlight strong product breadth, open-source credibility, and on-premises support, while frequently cited weaknesses include steep setup/learning curve, operational overhead, and insufficient specialization compared to leading alternatives in specific features. Sentiment is strongest among tech-forward, cost-sensitive teams and more neutral/mixed among those facing adoption or governance friction.Overall Customer Sentiment: Neutral
Who reviewed CLEARML
- C-Suite 76% (17)
- Director 10% (2)
- Manager 14% (3)
Employer names and spend open in the full report, along with the other 19 customers.
Everything 22 customers told us about CLEARML.
Employer names, spend, renewal intent and every written answer behind the numbers on this page.
Sentiment
13 Net Promoter Score, from 22 scored reviews- Promoters 8
- Passives 9
- Detractors 5
Cumulative NPS by month
-1 over 6 months- Oct 9
- May 8
- Jun 8
- Jul 8
- Aug 8
- Sep 8
Net Promoter Score across 2 reviews, accumulated up to each month. Category median 20 across 2 companies.
Praised
- Cost Effective Versus Leading Competitors
- Breadth of Capabilities in One Platform
- Open Source Advantage and Deployment Flexibility
- Enhancing Depth in Visualization and Collaboration
Criticised
- Breadth over Depth
- Learning Curve Limits Broader Adoption
- Enterprise Features Locked Behind Paywall
- Enterprise Expansion Stymied by Free Tier Adoption
What customers say
Renewal intent
Plan to renew 36%Plan to renew, by seniority
- 33% 9 answers
- 100% 1 answer
- 0% 1 answer
- 8.3/10 Average score from customers who will renew
- 7.2/10 Average score from undecided customers
- 8/10 Average score from customers not renewing
Top alternatives
Most weighed by CLEARML customers
Report
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