Cloudera Manager (no longer available standalone) vs. GitLab
| Product | Rating | Most Used By | Product Summary | Starting Price |
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Cloudera Manager (no longer available standalone) | Score9.9 out of 10 | N/A | Cloudera Manager is Cloudera’s administration application for configuring, deploying, monitoring, and managing Cloudera Runtime services and on-premises data clusters. Cloudera Manager is no longer offered as a separately downloadable, standalone product. It remains available as a component of licensed Cloudera Data Platform deployments, including CDP Private Cloud Base and Cloudera Base on premises. | $0.07 per hour CCU |
GitLab | Score8.9 out of 10 | N/A | GitLab is an intelligent orchestration platform for DevSecOps, where software teams enable AI at every stage of the software lifecycle to ship faster. The platform enables teams to automate repetitive tasks across planning, building, securing, testing, deploying, and maintaining software. | $0 per month per user |
| Cloudera Manager (no longer available standalone) | GitLab | |||||||||||||||
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| Entry-level Setup Fee | No setup fee | Optional | ||||||||||||||
| Additional Details | Pricing is per Cloudera Compute Unit (CCU) which is a combination of Core and Memory. CCU prices shown for each service are estimates and may vary depending on actual instance types. The prices reflected do not include infrastructure cost, networking costs, and other related costs which will vary depending on the services you choose and your cloud service provider. | GitLab Credits enable flexible, consumption-based access to agentic AI capabilities in the GitLab platform, allowing you to scale AI adoption at your own pace while maintaining cost predictability. Powered by Duo Agent Platform, GitLab’s agentic AI capabilities help software teams to collaborate at AI speed, without compromising quality and enterprise security. If usage exceeds monthly allocations and overage terms are accepted, automated on-demand billing activates without service interruption, so your developers never lose access to AI capabilities they need. Real-time dashboards provide transparency into AI consumption patterns. Software teams can see usage across users, projects, and groups with granular attribution for cost allocation. Automated threshold alerts facilitate proactive planning. Advanced analytics deliver trending, forecasting, and FinOps integration. | ||||||||||||||
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| Cloudera Manager (no longer available standalone) | GitLab | |
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| Considered Both Products | No answer on this topic | No answer on this topic |
| Key User Insights | ||
| Would buy again | ||
No answers on this topic | 97% Would buy again 150 Answers | |
| Delivers good value for the price | ||
No answers on this topic | 99% Delivers good value for the price 135 Answers | |
| Happy with the feature set | ||
No answers on this topic | 99% Happy with the feature set 152 Answers | |
| Lived up to sales and marketing promises | ||
No answers on this topic | 100% Lived up to sales and marketing promises 92 Answers | |
| Implementation went as expected | ||
No answers on this topic | 97% Implementation went as expected 120 Answers | |
| Cloudera Manager (no longer available standalone) | GitLab | |
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| Small Businesses | No answers on this topic | GitGuardian Score9 out of 10 |
| Medium-sized Companies | Amazon EMR Score9.1 out of 10 | No answers on this topic |
| Enterprises | Hadoop Score7.5 out of 10 | No answers on this topic |
| All Alternatives | View all alternatives | View all alternatives |
| Cloudera Manager (no longer available standalone) | GitLab | |
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| Likelihood to Recommend | 8.5 | 8.6 |
| Likelihood to Renew | 8.5 | 9.0 |
| Usability | - | 8.8 |
| Performance | - | 9.0 |
| Support Rating | - | 10.0 |
| Product Scalability | - | 10.0 |
| Cloudera Manager (no longer available standalone) | GitLab | |
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| Usability | No answers on this topic |
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| Reliability and Availability | No answers on this topic |
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| Performance | No answers on this topic |
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| Support Rating | No answers on this topic |
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| Scalability | No answers on this topic |
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| ScreenShots | GitLab Screenshots |






