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Price check · Nov 7, 2026

Cloudera Data Platform pricing

Cloudera has workload-based cloud rates and annual on-prem prices, but no published monthly billing price or single platform starting price.

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Short answer

Paid plans start at $6.67/mo.

Cloudera has no single published starting price: cloud products are billed by workload, usually per CCU-hour, while Data Flow Functions charge per invocation. Listed rates include $0.009/CCU-hour for Observability Premium (Cloud), $0.30/CCU-hour for Data Flow deployments and test sessions, and Functions from $0.10 per billable invocation. On-premises prices are annual rates shown as monthly equivalents. Cloudera does not publish monthly billing prices, and the pricing data lists no free plan.

01Every plan, line by line

PlanBilled annuallyBilled monthlyBuilt for
AI Workbench (Machine Learning)—QuoteMachine learning workloads
AI Inference—QuoteAI inference workloads
Data Engineering—QuoteData engineering workloads
Data Flow—QuoteData flow and processing
Data Hub—QuoteData services workloads
Flow Management on Data Hub—QuoteManaging data flows
Data Warehouse—QuoteData warehouse workloads
Operational Database—QuoteOperational database workloads
Observability Premium (Cloud)—QuoteCloud observability
Private Link Network—QuotePrivate network connectivity
Lakehouse Optimizer—QuoteLakehouse optimization
Observability (on premises)$6.67—On-premises observability
Data Visualization (on premises)$166.67—On-premises data visualization
GPU Acceleration (on premises)$625—On-premises GPU acceleration
Cloudera on premises (Data Services / Base)—QuoteOn-premises Cloudera platform

Add-ons and overages

  • Private Link Network authorizations: $5.00/authorization

What a team pays per month

Plan1 seat5 seats10 seats25 seats
Data Visualization (on premises)$166.67$833.35$1,666.70$4,166.75

02What the plan grid doesn't tell you

Metered cloud usage

CCU-hour charges vary by product. Data Flow Functions add per-billable-invocation charges, so a single rate does not establish your platform total.

Private connectivity

Private Link Network costs $0.50 per VPC-hour, plus $5.00 per authorization.

Annual on-prem pricing

Listed on-prem rates are annual prices shown as monthly equivalents; monthly billing prices are not published.

Unpublished discount terms

Data Flow Functions list volume discounts, but discount thresholds and rates are not published.

03Which plan should you buy?

If you are…GetWhy
Machine learning teamsAI Workbench (Machine Learning)The listed rate is $0.20/CCU-hour; the source does not publish a monthly total.
Data engineering teamsData EngineeringCore is $0.07/CCU-hour and All-Purpose is $0.20/CCU-hour; a monthly price is not published.
On-prem GPU workloadsGPU Acceleration (on premises)The listed annual rate is $7,500 per CGU, displayed as $625 per CGU per month.

04Is Cloudera Data Platform worth the money?

Cloudera's pricing is easier to assess by workload than by platform: the pricing page lists rates for individual cloud services and selected on-prem products, not one bundled monthly price. That can suit organizations that need hybrid deployments and can forecast usage, but it makes the full bill hard to estimate from the plan grid alone. The review notes Reddit feedback raising reliability concerns; the published material gives no details, so treat that as a due-diligence question, not proof of a platform-wide issue.

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Cloudera Data Platform pricing FAQ

Who are Cloudera's competitors?

The published material does not name competitors, so we cannot give a sourced competitor list. Cloudera positions its platform around hybrid cloud, private AI, an Apache Iceberg-powered lakehouse, governance, and real-time processing. Compare alternatives against your deployment locations, workload needs, and how each vendor meters usage.

How much does Cloudera charge?

There is no single published starting price. The pricing page lists cloud rates by workload, including Data Hub at $0.04/CCU-hour and Data Engineering Core at $0.07/CCU-hour. Data Flow Functions start at $0.10 per billable invocation. Selected on-prem prices are annual rates shown as monthly equivalents.

How much does a customer data platform cost?

The published pricing does not give a customer data platform price or identify Cloudera Data Platform as a customer data platform. It lists workload-specific cloud rates and annual on-prem rates for selected products. Your total depends on the products and usage involved; a bundled monthly price is not published.

Does Cloudera run on AWS?

Cloudera describes its platform as running across public clouds, data centers, and edge environments. The published material does not name AWS specifically or list AWS deployment requirements. Confirm supported cloud services and any deployment-specific costs with Cloudera before estimating a project budget.