Pentaho Data Integration and Analytics vs SnapLogic comparison

Pentaho Data Integration an...

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Executive SummaryUpdated on Dec 19, 2024

Pentaho Data Integration and SnapLogic compete in the ETL and data integration category. SnapLogic seems to have the upper hand due to its rapid deployment and scalability based on user preferences.

Features: Pentaho Data Integration is recognized for its open-source accessibility that offers strong ETL capabilities with extensive support for big data technologies. It features a drag-and-drop setup, facilitating the transformation of a wide array of data formats. SnapLogic boasts a low-code environment with a diverse array of connectors that simplify integrations with third-party applications, offering both straightforward and complicated data workflows, along with an intuitive graphical user experience.

Room for Improvement: Pentaho Data Integration could improve performance for big data tasks, enhance error messaging, and ensure timely plugin updates. SnapLogic can enhance its capabilities in managing large datasets and refining its debugging tools, alongside improving API management and customization options for complex integrations.

Ease of Deployment and Customer Service: Pentaho Data Integration offers various deployment options from on-premises to hybrid cloud, although it relies heavily on community forums for customer service, which can vary in responsiveness. SnapLogic excels in cloud deployment, particularly in public and hybrid cloud setups; however, its customer support experiences vary with some users noting a lack of technical depth in addressing complex issues.

Pricing and ROI: Pentaho Data Integration is cost-effective, especially with its free Community Edition offering substantial functionality without licensing costs, resulting in a high ROI. SnapLogic, though it has higher upfront costs, offers flexible usage-based pricing tiers and is perceived to have a good ROI as it enhances complex integration efficiencies.

To learn more, read our detailed Pentaho Data Integration and Analytics vs. SnapLogic Report (Updated: January 2026).

Pentaho Data Integration and Analytics vs. SnapLogic

January 2026

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Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

ROI

Sentiment score

7.4

Pentaho and Lumada integration improved efficiency, reduced costs, and enhanced decision-making speed, benefiting companies' competitiveness and project wins.

Sentiment score

6.0

Clients continue using SnapLogic for years due to significant cost savings, efficiency, and streamlined, code-free cloud integration capabilities.

I have seen a return on investment; my team was able to stay extremely small even though we had a lot of data integrations with many companies.

Michelle Lawson

Principal Software Engineer at a tech vendor with 10,001+ employees

I can testify to the return on investment with metrics regarding time saved; we have increased our efficiency by about 20 to 30 percent due to the swift migration processes facilitated by the tool.

Data Integration Developer at a tech services company with 1,001-5,000 employees

I have noticed a return on investment with Pentaho Data Integration and Analytics in terms of time savings and staff reduction.

For more quotes and insights, download the Pentaho Data Integration and Analytics report

Data Analyst at Telefonica Digital

SnapLogic is really helpful and processes in very little time, so it doesn't take much time compared to any legacy tool.

Technical Specialist App Development at Birlasoft IndiaLtd.

It is not that fewer employees were needed, but time was definitely saved, and our process was optimized with the help of SnapLogic.

For more quotes and insights, download the SnapLogic report

Architect at a transportation company with 1,001-5,000 employees

Customer Service

Sentiment score

5.1

Pentaho support experiences vary; some note effectiveness, others delays, with community forums often supplementing Enterprise's speedy ticket responses.

Sentiment score

6.9

SnapLogic customer service is responsive and helpful, though technical support varies with improvements but room for faster response.

24/7 assistance is available for the Enterprise Edition.

Jayakrishnanmg MG

Data architect at a tech vendor with 10,001+ employees

take the time to understand our business requirements, offering appropriate recommendations.

For more quotes and insights, download the Pentaho Data Integration and Analytics report

Data Integration Developer at a tech services company with 1,001-5,000 employees

Communication with the vendor is challenging

Jefferson Hernandez

Data Architecture and Engineering Specialist at coprocenva

The technical support from SnapLogic is excellent, and I would give it a complete ten.

Senior Data Analyst at a pharma/biotech company with 10,001+ employees

Some SMEs are allotted for the organization, so in case of any issue, we have their email IDs to contact them for support, including SMEs and community.

Technical Specialist App Development at Birlasoft IndiaLtd.

Sometimes it is very good, sometimes there is no response.

For more quotes and insights, download the SnapLogic report

Architect at a transportation company with 1,001-5,000 employees

Scalability Issues

Sentiment score

7.2

Pentaho Data Integration offers good scalability for moderate datasets but struggles with large volumes and cloud architectures.

Sentiment score

7.3

SnapLogic offers flexible scalability and adaptability, though some users note areas for improvement, particularly in pipeline performance.

It can be scaled well until you reach a point where you need to perform a lot of operations, and the issue arises when it runs out of memory to handle some data.

reviewer2787603

Data engineer at a educational organization with 1,001-5,000 employees

Its ability to scale horizontally in cloud-native architectures or for massive real-time processing is limited.

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Data Analyst at Telefonica Digital

Pentaho Data Integration handles larger datasets better.

Jefferson Hernandez

Data Architecture and Engineering Specialist at coprocenva

SnapLogic is very scalable, and it can be adjusted based on our requirements, considering the organization type and the data it produces.

Hemanthreddy Vakiti

Data Engineer at a tech vendor with 10,001+ employees

I rate the scalability of SnapLogic as eight out of ten.

Senior Data Analyst at a pharma/biotech company with 10,001+ employees

SnapLogic's scalability is huge.

For more quotes and insights, download the SnapLogic report

Architect at a transportation company with 1,001-5,000 employees

Stability Issues

Sentiment score

7.2

Pentaho is stable and reliable, though minor bugs and performance issues occur, especially with older or complex queries.

Sentiment score

7.5

SnapLogic is highly praised for its over 99% uptime, reliability, maturity, and effective workload management despite rare issues.

Performance issues arise due to reliance on a flowchart-based mechanism instead of scripts, which can lead to longer execution times.

Jayakrishnanmg MG

Data architect at a tech vendor with 10,001+ employees

I find that version 3.1 is the most stable version I have ever used.

Alberto Pedro

Founder-CEO at Ubuntu Analytica

It's pretty stable, however, it struggles when dealing with smaller amounts of data.

Jefferson Hernandez

Data Architecture and Engineering Specialist at coprocenva

For more quotes and insights, download the Pentaho Data Integration and Analytics report

I would rate the stability of SnapLogic as nearly ten out of ten.

Senior Data Analyst at a pharma/biotech company with 10,001+ employees

But recently, in a year, I haven't found many performance issues in SnapLogic.

For more quotes and insights, download the SnapLogic report

Technical Specialist App Development at Birlasoft IndiaLtd.

Room For Improvement

Pentaho requires better cloud adaptability, scalability, real-time processing, modern UI, language support, performance, documentation, and environment compatibility.

SnapLogic needs more connectors, improved stability, better support, enhanced AI, scalability, and reduced latency for optimal performance.

We should also explore more effective partitioning for parallel processing and fine-tuning database connections to reduce load times and improve ETL speed.

Data Integration Developer at a tech services company with 1,001-5,000 employees

Pentaho Data Integration and Analytics can be improved by working with different environments, specifically the possibility to change the variables, meaning I write my variables only once and can change them for different environments such as production or development.

Alberto Pedro

Founder-CEO at Ubuntu Analytica

Pentaho Data Integration and Analytics could have real-time processing and automatic alerting, having alerts or automatic notifications when a job fails or when certain data doesn't meet certain rules.

For more quotes and insights, download the Pentaho Data Integration and Analytics report

Data Analyst at Telefonica Digital

We require a data pipeline that can be read without latency and without any delay.

Architect at a transportation company with 1,001-5,000 employees

If the AI capabilities and integrations were more intuitive and easy to learn for new users, it would be greatly beneficial.

Senior Data Analyst at a pharma/biotech company with 10,001+ employees

They can improve more visuals, with graphical representations, such as how many things can be added, how many users can be added or dropped, and how the back-end nodes can be graphically shown in a better way.

For more quotes and insights, download the SnapLogic report

Technical Specialist App Development at Birlasoft IndiaLtd.

Setup Cost

Pentaho offers a cost-effective solution with appealing Community and Enterprise editions, maintaining positive sentiment despite some price increases.

SnapLogic offers variable pricing based on node usage, providing high value for complex integrations despite significant initial investment.

I use the community version of Pentaho Data Integration and Analytics, and I do not need additional costs.

JuanCarlosMartinezLara

Project Manager at Laberit

The setup cost was minimal, and the pricing experience was pretty good.

reviewer2787603

Data engineer at a educational organization with 1,001-5,000 employees

The company covered it and they had no problem paying for it because they saw that it was cost-effective in terms of performance afterwards.

For more quotes and insights, download the Pentaho Data Integration and Analytics report

Data Analyst at Telefonica Digital

There would be only one point of improvement if the price could be lower.

MusaMongwe

Head of Data Practice at a tech consulting company with 201-500 employees

SnapLogic is positioned at around seven or eight out of ten in terms of pricing.

For more quotes and insights, download the SnapLogic report

Senior Data Analyst at a pharma/biotech company with 10,001+ employees

Valuable Features

Pentaho offers intuitive data integration with broad connectivity, simplifying complex transformations and providing flexibility and automation across environments.

SnapLogic provides an easy-to-use, low-code platform for seamless data integration, offering robust automation, AI support, and quick deployment.

Pentaho Data Integration and Analytics has positively impacted my organization because it meant we didn't have to write a lot of custom API back-end processing logic; it did the majority of that heavy lifting for us.

Michelle Lawson

Principal Software Engineer at a tech vendor with 10,001+ employees

It automates the data workflow, including extraction, cleansing, and loading into warehouses for BI reporting purposes, while also removing duplicates, validating data, and standardizing formats, enabling real-time decision-making.

For more quotes and insights, download the Pentaho Data Integration and Analytics report

Data Integration Developer at a tech services company with 1,001-5,000 employees

Pentaho Data Integration and Analytics has positively impacted my organization because it is easier to use, and my knowledge about this work facilitates the translation from the source to my final system.

JuanCarlosMartinezLara

Project Manager at Laberit

I also like the whole child-parent pipeline feature; it allows me to break up a process into smaller pieces and then have one big pipeline that controls these smaller pipelines.

MusaMongwe

Head of Data Practice at a tech consulting company with 201-500 employees

SnapLogic provides inbuilt Snaplets, such as creating and closing an audit ID, removing duplicates, joining tables, writing to Oracle, files, XML, SF, SMTP connections, and more.

Hemanthreddy Vakiti

Data Engineer at a tech vendor with 10,001+ employees

SnapLogic excels in data transformations, monitoring, and observability, providing scalability controls for the pipelines.

reviewer2804886

Snaplogic Engineer at a university with 201-500 employees

For more quotes and insights, download the SnapLogic report

Categories and Ranking

Pentaho Data Integration an...

Ranking in Data Integration

10th

Average Rating

8.0

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

No ranking in other categories

SnapLogic

Ranking in Data Integration

25th

Average Rating

7.8

Reviews Sentiment

6.8

Number of Reviews

Ranking in other categories

Process Automation (18th), API Management (24th), Cloud Data Integration (13th), Integration Platform as a Service (iPaaS) (13th)

Mindshare comparison

As of February 2026, in the Data Integration category, the mindshare of Pentaho Data Integration and Analytics is 1.5%, up from 1.3% compared to the previous year. The mindshare of SnapLogic is 1.1%, down from 1.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Integration Market Share Distribution
Product	Market Share (%)
Pentaho Data Integration and Analytics	1.5%
SnapLogic	1.1%
Other	97.4%

Data Integration

Featured Reviews

Michelle Lawson

Principal Software Engineer at a tech vendor with 10,001+ employees

Streamlines complex data workflows and has supported automated customer payment notifications

I haven't used Pentaho Data Integration and Analytics in a couple of years, so I don't know how it can be improved. I was pretty pleased with it and was self-taught on it, working a lot with their team at various times, but they were surprised that I was able to learn it all by myself. The documentation is not bad, and documentation is the main thing that any product can do to make themselves better because the easier it is to find examples of what you're trying to do improves the learning curve. I think it took me the longest to learn how to do the asynchronous processing and have things wait for other things to finish processing before continuing on in the workflow. I choose 8 out of 10 because the one reason that it's been rejected at T-Mobile is that everything has to go through a provisioning process and has to get approved, meaning the actual code base has to be investigated by T-Mobile before they'll allow us to use tools of that nature. For whatever reason, we just haven't been able to get that approval; I don't know if it's on Pentaho Data Integration and Analytics' side or if it's on our side. The more you can make it easier for companies to feel comfortable that your product is secure, robustly tested and bug-free, and free of any other kind of negative hacks, the more quickly it will get accepted.

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Migration projects have accelerated data processing and now require better latency and support

Architect at a transportation company with 1,001-5,000 employees

The latency is the biggest issue across iPaaS. That is the important part. I have worked not only with SnapLogic, but also with MuleSoft, Dell Boomi, and Jitterbit. They are all fine, but they have different kinds of functionality. They all have similar kinds of problems in different domains. But as I mentioned, SnapLogic has a little bit of an edge because of its functionality and inbuilt functions for Fintech, as compared to the others. This I can say firmly. They need to assess themselves. In this day and age, as I mentioned earlier, terabytes of data need to be read and then have a quick turnaround for downstream systems, especially for GenAI or any LLMs. Then they can definitely improve themselves because right now, most things, in fact, the GenAI, ChatGPT, Cloud, Anthropic, and so many others, require data quality with perfection and more precision. But for all of that, we require a data pipeline that can be read without latency and without any delay, for any reason. So if they can improvise that over the cloud, that would be really fantastic and a really good achievement for them. Not only for them, but for the customer as well. Then no matter what, people cannot leave SnapLogic. They need to be there with the snaps. I don't know much about that. I haven't referred to the documentation that much. But support is something that is pretty obviously required, rather than just providing videos. Technical support is required. The roadmap also needs to be very clearly mentioned and specified. Be specific in which domain they are going to do what, if they are coming out with that roadmap. Otherwise, overall, if they are going to improve their entire system as I mentioned earlier, for the reusability concept and the data pipeline concept, then they will definitely do some magic in the future. From the HR point of view, or for HR tech, improvement is required. A couple of connectors are not working with all the relevant APIs, and there is always a restriction in terms of fetching the data. So that is why I chose six. From the Fintech point of view, if you are asking on a scale of one to 10, then I would give it an eight out of 10. It is a huge one. There is always a margin for improvement, so that is why I chose eight. If you talk about HR, sales, or any other domain, there is a significant amount of improvement required.

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Top Industries

By visitors reading reviews

Financial Services Firm

13%

Educational Organization

Computer Software Company

Government

Financial Services Firm

16%

Manufacturing Company

11%

Comms Service Provider

Real Estate/Law Firm

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	18
Midsize Enterprise	17
Large Enterprise	31

By reviewers
Company Size	Count
Small Business	11
Midsize Enterprise	6
Large Enterprise	13

Questions from the Community

Which ETL tool would you recommend to populate data from OLTP to OLAP?

Hi Rajneesh, yes here is the feature comparison between the community and enterprise edition : https://www.hitachivantara.com/en-us/pdf/brochure/leverage-open-source-benefits-with-assurance-of-hita...

What do you think can be improved with Hitachi Lumada Data Integrations?

In my opinion, the reporting side of this tool needs serious improvements. In my previous company, we worked with Hitachi Lumada Data Integration and while it does a good job for what it’s worth, ...

What do you use Hitachi Lumada Data Integrations for most frequently?

My company has used this product to transform data from databases, CSV files, and flat files. It really does a good job. We were most satisfied with the results in terms of how many people could us...

What do you like most about SnapLogic?

Despite having no prior experience in SnapLogic, we managed to build, test, and prepare it for release in just three hours, handling heavy data efficiently.

What needs improvement with SnapLogic?

What is your primary use case for SnapLogic?

My main use case for SnapLogic is migrations from Boomi and other SQL databases to SnapLogic. Regarding the SQL database, I'm not going to disclose the customer name, but I can give you some highli...

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Product Reports

Pentaho Data Integration and Analytics

February 2026

Pentaho Data Integration and Analytics report

Download Pentaho Data Integration and Analytics product report

Download SnapLogic product report

January 2026

Also Known As

Hitachi Lumada Data Integration, Kettle, Pentaho Data Integration

DataFlow

Overview

Pentaho Data Integration stands as a versatile platform designed to cater to the data integration and analytics needs of organizations, regardless of their size. This powerful solution is the go-to choice for businesses seeking to seamlessly integrate data from diverse sources, including databases, files, and applications. Pentaho Data Integration facilitates the essential tasks of cleaning and transforming data, ensuring it's primed for meaningful analysis. With a wide array of tools for data mining, machine learning, and statistical analysis, Pentaho Data Integration empowers organizations to glean valuable insights from their data. What sets Pentaho Data Integration apart is its maturity and a vibrant community of users and developers, making it a reliable and cost-effective option. Pentaho Data Integration offers a range of features, including a comprehensive ETL toolkit, data cleaning and transformation capabilities, robust data analysis tools, and seamless deployment options for data integration and analytics solutions, making it a go-to solution for organizations seeking to harness the power of their data.

Hitachi Vantara

The SnapLogic Intelligent Integration Platform uses AI-powered workflows to automate all stages of IT integration projects – design, development, deployment, and maintenance – whether on-premises, in the cloud, or in hybrid environments. The platform’s easy-to-use, self-service interface enables both expert and citizen integrators to manage all application integration, data integration, API management, B2B integration, and data engineering projects on a single, scalable platform. With SnapLogic, organizations can connect all of their enterprise systems quickly and easily to automate business processes, accelerate analytics, and drive transformation.

Sample Customers

66Controls, Providential Revenue Agency of Ro Negro, NOAA Information Systems, Swiss Real Estate Institute

Adobe, ADP, BlackBerry, Bonobos, Box, Capital One, Dannon, Eero, Endo, Gensler, HCL, HP, Grovo, HIS, iRobot, Leica, Merck, Sans, Target, Verizon, Vodafone, Yelp, Yahoo!