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Cloudera vs StarRocks: Which Big Data Is Better in 2026?

Compare pricing, features, integrations, verified reviews, AI capabilities, security, and customer satisfaction, side by side, with no marketing spin.

Cloudera
Cloudera
Rating
,
Reviews
0
From
Custom

in Big Data

StarRocks
StarRocks
Rating
,
Reviews
0
From
Custom

in Big Data

Jump to scorecard Ask SIA

The Short Answer

Cloudera vs StarRocks, in 15 seconds

Choose Cloudera if…

  • You prefer Cloudera's approach and ecosystem

Choose StarRocks if…

  • You prefer StarRocks's approach and ecosystem

Head-to-Head Scorecard

How Cloudera and StarRocks score

It's evenly matched, each leads on 0 of 9 measured dimensions.

  • Customer Rating

    Average score from verified user reviews

    Even
    Cloudera
    No reviews
    StarRocks
    No reviews

  • Review Volume

    Number of verified reviews, a proxy for adoption

    Even
    Cloudera
    0
    StarRocks
    0

  • Entry Pricing

    Lowest published starting price (free plan = lowest)

    Even
    Cloudera
    Custom
    StarRocks
    Custom

  • Free Access

    Availability of a free plan and/or free trial

    Even
    Cloudera
    Free trial
    StarRocks
    Free trial

  • Integrations

    Number of listed third-party integrations

    Even
    Cloudera
    6
    StarRocks
    6

  • Features

    Number of listed product capabilities

    Even
    Cloudera
    0
    StarRocks
    0

  • AI Features

    Capabilities mentioning AI, automation or ML

    Even
    Cloudera
    ,
    StarRocks
    ,

  • Security & Compliance

    Number of listed compliance certifications

    Even
    Cloudera
    3
    StarRocks
    3

  • Platforms & Deployment

    Supported platforms and deployment options

    Even
    Cloudera
    4
    StarRocks
    4

Feature Comparison

Cloudera vs StarRocks feature breakdown

Search or filter the full feature matrix, core features, AI, integrations, APIs, security and compliance.

Cloudera
StarRocks
Overview
User rating
,
,
Pricing model
Quote-based
Quote-based
Starting price
Custom
Custom
Free version
Free trial
Features
Key capabilities
,
,
AI features
,
,
Integrations & API
Integrations
AWSKafkaSparkSnowflakeKubernetesBI tools
AWSKafkaSparkSnowflakeKubernetesBI tools
Public API
Platforms
Deployment
CloudSaaS
CloudSaaS
Platforms
WebAPI
WebAPI
Mobile support
Security & Compliance
Compliance
SOC 2GDPRHIPAA
SOC 2GDPRHIPAA
Vendor
Company
,
,
Verified
Founded
2008
2020
Headquarters
Santa Clara, California, USA
Community / Open Source

Pricing Comparison

Cloudera vs StarRocks pricing

Entry pricing, plan tiers and the cost factors that shape total cost of ownership.

Cloudera

Custom to start
ProfessionalCustom
  • Integrations
  • data engineering and warehousing
  • big data processing at scale
  • Standard support
EnterpriseCustom
  • Everything in Professional
  • Dedicated support and onboarding
  • hybrid and multi-cloud
  • Advanced security and controls

StarRocks

Custom to start
ProfessionalCustom
  • high-performance OLAP
  • real-time and lakehouse queries
  • Standard support
  • Analytics and reporting
EnterpriseCustom
  • Everything in Professional
  • Advanced security and controls
  • Dedicated support and onboarding
  • sub-second analytics

Total cost of ownership factors

Free planCloudera StarRocks
Free trial to evaluateCloudera StarRocks
Transparent published pricingCloudera StarRocks
Public API (build vs. buy add-ons)Cloudera StarRocks

Beyond list price, factor in implementation, training, add-ons and per-seat scaling when estimating total cost of ownership.

Pros & Cons

Cloudera vs StarRocks: strengths and trade-offs

Cloudera

Pros

  • Free trial offered
  • Compliance: SOC 2, GDPR, HIPAA
  • Public API available

Cons

  • No free plan
  • Pricing is quote-based (less transparent)

StarRocks

Pros

  • Free trial offered
  • Compliance: SOC 2, GDPR, HIPAA
  • Public API available

Cons

  • No free plan
  • Pricing is quote-based (less transparent)

Buyer Fit

Who should use Cloudera vs StarRocks?

Startups

Either

Either keeps early-stage costs lowest with its entry tier.

Small businesses

Either

Either offers the most accessible pricing for lean teams.

Agencies

Either

Either connects to more tools for multi-client workflows.

Enterprises

Either

Either leads on compliance and breadth for complex needs.

Ecommerce

Either

Either integrates with more of the commerce stack.

SaaS companies

Either

Either is the more developer- and automation-friendly choice.

Integration overlap

Shared integrations (6)

AWSKafkaSparkSnowflakeKubernetesBI tools

Only in Cloudera (0)

Only in StarRocks (0)

Keep Exploring

Other alternatives worth considering

Similar big data products buyers compare alongside Cloudera and StarRocks.

Apache Druid

Apache Druid

Custom
Vertica

Vertica

Custom
Databricks

Databricks

$0/mo
Snowflake

Snowflake

Custom
Imply

Imply

Custom
More Cloudera alternatives →More StarRocks alternatives →

Ask SIA which solution fits your business

SIA, Saaskart's AI buying assistant, weighs Cloudera and StarRocks against your team size, budget, integrations and compliance needs, then recommends the right fit and the questions to ask each vendor.

Get a personalised recommendation

Cloudera vs StarRocks, Frequently Asked Questions

What is the difference between Cloudera and StarRocks?

Cloudera and StarRocks are both Big Data solutions. Cloudera is rated 0.0/5 by 0 users, while StarRocks is rated 0.0/5 by 0 users. The main differences lie in pricing, features, and target audience.

Which is better, Cloudera or StarRocks?

Based on user ratings, Cloudera scores higher at 0.0/5. The best choice depends on your team size, budget, and specific requirements.

Which is cheaper, Cloudera or StarRocks?

Both products have custom pricing. We recommend contacting both vendors for a quote tailored to your team size.

Does Cloudera or StarRocks have a free plan?

Neither Cloudera nor StarRocks currently offers a free plan, but Cloudera provides a free trial.

Can I switch from Cloudera to StarRocks?

Switching between Cloudera and StarRocks is possible. Both support data export. Check integration compatibility and plan for data migration to minimise disruption to your team.

Who should use Cloudera vs StarRocks?

Cloudera is best suited for teams that prioritise enterprise features. StarRocks works well for teams needing advanced capabilities.

Our Verdict

The bottom line on Cloudera vs StarRocks

Best Overall

Either

It's a tie balances user satisfaction and proven adoption.

Best for Startups

Either

It's a tie has the friendliest entry point for new teams.

Best for Enterprise

Either

It's a tie leads on compliance and feature breadth.

Best Value

Either

It's a tie delivers the lowest cost to get started.

Best AI Features

Either

Comparable AI capabilities on both sides.

Highest Rated

Either

Both earn equal user ratings.

Ready to decide between Cloudera and StarRocks?

Visit Cloudera Visit StarRocks Ask SIA
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