Cloudera DataFlow vs Lytics Comparison
Cloudera DataFlow
Starting at Contact for pricing
- Large Enterprises
- Medium Business
Cloudera DataFlow is a powerful software solution that simplifies data management and optimisation. It allows rapid ingesting, modifying, curating and analysing of data for better insights and more immediate decisions. I…
Lytics
Starting at Contact for pricing
- Large Enterprises
- Medium Business
Lytics is a customer data platform (CDP), enabling retailers to collect and act on customer shopping behavior data at scale. Lytics helps make online commerce smarter for buyers and retailers by providing brands with rea…
Lytics leads on user satisfaction with a 4.0-star rating across 57 reviews.
Cloudera DataFlow vs Lytics — at a glance
| Feature | Cloudera DataFlow | Lytics |
|---|---|---|
| Rating | 3.5 / 5 | 4.0 / 5 |
| Reviews | 3 | 57 |
| Starting price | Contact for pricing | Contact for pricing |
| Free trial | No | No |
| Free version | No | No |
| Best for | Large Enterprises, Medium Business, Small Business | Large Enterprises, Medium Business, Small Business |
| Category | Data Science and Machine Learning Platforms | Customer Data Platform (CDP) |
| Platforms | SaaS/Web/Cloud, Installed - Windows | SaaS/Web/Cloud |
| API | — | Available |
| Support modes | Online | 24/7 (Live rep), Online |
| Certifications | SOC 2 | SOC 2, GDPR |
| Data residency | Global | US |
Key differences between Cloudera DataFlow and Lytics
- User satisfaction: Lytics scores higher with a 4.0-star average.
- Deployment: Cloudera DataFlow supports SaaS/Web/Cloud, Installed - Windows; Lytics supports SaaS/Web/Cloud.
Cloudera DataFlow vs Lytics — find the better fit before you commit.
Which tool fits your team best
Which is actually cheaper for your team size
Where each product wins, per real buyers
Most Data Science and Machine Learning Platforms tools look identical on paper. This comparison cuts to the differences that matter — pricing structure, team fit, and what real buyers found after signing up.
Biggest differences
Features
Pricing
Buying details
Security
Buyer feedback
Integrations
Product tour
Other options
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Cloudera DataFlow vs Lytics: Biggest differences
Start here before you go deeper into features.
Large Enterprises, Medium Business, Small Business
Best for retailers needing scalable, real-time customer journey insights.
- You are a medium or large retailer seeking detailed customer behavior tracking.
- Your marketing or analytics teams require real-time data to optimize online commerce.
- You need a flexible platform that scales with large volumes of customer data.
- You are a small business lacking dedicated marketing or analytics resources.
- You require transparent, fixed pricing and simple onboarding processes.
Cloudera DataFlow typically suits Large Enterprises and Medium Business. Lytics tends to fit Large Enterprises and Medium Business better. The right choice depends on your team size, workflow, and whether a free trial matters.
Description | Cloudera DataFlow is a powerful software solution that simplifies data management and optimisation. It allows rapid ingesting, modifying, curating and analysing of data for better insights ... Read More about Cloudera DataFlow | Lytics is a customer data platform (CDP), enabling retailers to collect and act on customer shopping behavior data at scale. Lytics helps make online commerce smarter for buyers and ... Read More about Lytics |
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Free Trial Availability |
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SpotScoreWhat's this? ↗ | Not Available | 9.2/10 |
User RatingsBased on verified Spotsaas reviews | ||
Best Company Size | — | Medium BusinessLarge Enterprises |
Get pricing help | Get pricing help |
Software Demo
Demo |
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How do Cloudera DataFlow and Lytics Compare on Features?
Total Features | 2 Features | 7 Features |
|---|---|---|
Unique Features | No unique features | No unique features |
Get Quote | Get Quote |
Compare Cloudera DataFlow and Lytics on pricing
Review starting price, plan structure, and free-trial access side by side so you can see which option fits your budget and buying process.
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Pricing Page | Pricing information not available |  |
Cloudera DataFlow vs Lytics: Other Details
Organization Types supported |
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Platforms Supported |
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Modes of support |
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API Support |
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Get help choosing | Get help choosing |
Cloudera DataFlow vs Lytics Security & Compliance
Certifications, data handling, and security controls for IT and compliance evaluators.
SOC 2 | ✓ Yes | ✓ Yes |
|---|---|---|
HIPAA | ✗ No | ✗ No |
GDPR | — | ✓ Yes |
ISO 27001 | — | ✗ No |
Single Sign-On (SSO) | — | ✓ Yes |
Multi-Factor Auth (MFA) | — | ✓ Yes |
Data Encryption | — | ✓ Yes |
Audit Logs | — | ✓ Yes |
Data Residency | 🌐 Global | 🇺🇸 US |
Cloudera DataFlow User Reviews & Rating Comparison
User Ratings | ||
|---|---|---|
Rating Distribution | ||
Spotsaas Editor’s POV generated by AI | Buyer sentiment Buyer sentiment is mixed to positive across 3 reviews, with clear strengths and a few common watchouts. What buyers like
Common complaints
| Buyer sentiment Overall positive sentiment with appreciation for real-time customer insights but some concerns about pricing transparency and setup complexity. What buyers like
Common complaints
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Pros and Cons |
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Positive Reviews | No reviews available for the product | No reviews available for the product |
Cloudera DataFlow and Lytics Customers
Customers | No Customers information available. |  Haymarket  Regit  Entercom |
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Media and Screenshots
Screenshots |  2 Screenshots |  3 Screenshots |
|---|---|---|
Videos |  1 Videos |  3 Videos |
Top Alternatives to Cloudera DataFlow and Lytics in 2026
Alternatives |
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Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].
Frequently asked questions
- Which is better, Cloudera DataFlow or Lytics?
- Lytics edges out the other on user ratings (4.0 vs 3.5). That said, the best pick depends on your use case — use the comparison tables above to evaluate each dimension.
- Do Cloudera DataFlow and Lytics offer a free trial?
- Neither Cloudera DataFlow nor Lytics currently lists a free trial.
- What is the starting price of Cloudera DataFlow vs Lytics?
- Cloudera DataFlow starts at Contact for pricing. Lytics starts at Contact for pricing.
- What are the top alternatives to Cloudera DataFlow?
- Top alternatives to Cloudera DataFlow include CloudSense, Delphix, CData Sync, Cloudyn, Dagster Cloud.
- What are the top alternatives to Lytics?
- Top alternatives to Lytics include CustomerLabs CDP, Captain Metrics, Zylotech, LeadSpace, Scal-e.