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ClickHouse vs Xvoucher AWS Certification Pathway Package comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Nov 23, 2025

Review summaries and opinions

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

Categories and Ranking

ClickHouse
Average Rating
8.6
Reviews Sentiment
6.8
Number of Reviews
21
Ranking in other categories
Open Source Databases (3rd), Vector Databases (6th)
Xvoucher AWS Certification ...
Average Rating
8.4
Reviews Sentiment
7.0
Number of Reviews
3
Ranking in other categories
Virtual Training (6th)
 

Mindshare comparison

ClickHouse and Xvoucher AWS Certification Pathway Package aren’t in the same category and serve different purposes. ClickHouse is designed for Open Source Databases and holds a mindshare of 6.6%, up 3.3% compared to last year.
Xvoucher AWS Certification Pathway Package, on the other hand, focuses on Virtual Training, holds 1.2% mindshare.
Open Source Databases Mindshare Distribution
ProductMindshare (%)
ClickHouse6.6%
PostgreSQL13.5%
Firebird SQL11.0%
Other68.9%
Open Source Databases
Virtual Training Mindshare Distribution
ProductMindshare (%)
Xvoucher AWS Certification Pathway Package1.2%
Pluralsight25.5%
A Cloud Guru13.9%
Other59.4%
Virtual Training
 

Featured Reviews

reviewer2785038 - PeerSpot reviewer
Senior Data Engineer at a transportation company with 501-1,000 employees
Data observability has enabled real‑time analytics and cost savings but needs smoother inserts and cleanup
ClickHouse could be improved concerning data insertion, especially given the high amount of data handled. Constant efforts are made to optimize the features on its own, but with merges and inserts, only a single insert query can be performed allowing for the input of only 100,000 rows per second. It would be beneficial to insert more data and have configurations that are less user-operated. Ideally, ClickHouse would optimize itself to handle these processes automatically, reducing the need to contact the ClickHouse support team for infrastructure optimization. Additionally, delays are experienced when trying to delete databases with corrupt data, taking too much time and causing major outages, which necessitate contacting multiple teams across continents for resolution. The community surrounding ClickHouse also seems limited, providing a reliance on documentation, and there is a scarcity of developers working with ClickHouse, which hinders growth. If ClickHouse were more user-friendly and technically feasible, it would likely see greater expansion in usage.
Harsh Shrivastava - PeerSpot reviewer
Senior Software Engineer at Thomson Reuters
Structured learning paths have increased certification success and improved exam readiness
Xvoucher AWS Certification Pathway Package is very nicely implemented and there is definitely a scope of improvement in every product. I would say they can expand the variety of AWS builder labs and they can enhance the learning plans. One of the things they can enhance is to introduce more exam prep materials. They can offer more career advancement opportunities as well as provide more hands-on practice. Xvoucher AWS Certification Pathway Package's user interface is quite good. There is definitely scope for improvement in the UI, but currently it is quite good. The main factors which they can improve are to introduce more exam prep materials and offer more career advancement opportunities. There is definitely a scope of improvement. They can enhance the learning plans and there are a few things that can be improved such as providing more hands-on practice, offering career development and career advancement opportunities. They can introduce more exam prep materials and mock tests, enhance the learning plans, and expand the variety of AWS builder labs.

Quotes from Members

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

Pros

"With ClickHouse, since data is stored in a columnar way, we get aggregation functions that are much faster than transactional databases, such as SQL Server, and the cost efficiency is also much reduced compared to Cosmos DB since we use it on-premises, the cost is nearly cut, which is very useful for us."
"There is no better option than ClickHouse in all OLAP-based databases, so I think it is best to use ClickHouse in that regard."
"ClickHouse provides responses within a few seconds, typically two to three seconds, which is impressive."
"The main feature of ClickHouse is the optimizer because we had too many records to deduplicate, and the optimizer took this task by itself."
"ClickHouse has positively impacted my organization, as there was an entire exercise done on which database we were supposed to use for solving our problems, and we found ClickHouse was the one performing the best, which is when we adopted it."
"The tool's most valuable feature is a database. It supports portal APIs and offers good flexibility."
"ClickHouse is a user-friendly solution that tries to be compatible with SQL standards."
"The tool is column-based and infinitely scalable."
"Xvoucher AWS Certification Pathway Package is quite useful; if anyone wants to enter the cloud space and learn cloud technologies, I can strongly recommend that they use it."
"Using Xvoucher AWS Certification Pathway Package reduced development issues by approximately thirty to forty percent, the cloud cost was reduced around twenty to twenty-five percent, and the timelines were faster, delivered around thirty percent."
"With Xvoucher AWS Certification Pathway Package, there was an increase in the certifications by about 70 to 80 percent of people in the organization."
 

Cons

"Too many issues exist for beginners to set up ClickHouse. Many parameters must be configured, such as maximum scatter part settings that determine when writing to a table stops."
"If you join our team, it should be easy for you to use ClickHouse, especially if you are a developer. However, you need to read the documentation and understand the problems you are trying to solve."
"We would like to have fuzzy search capabilities in ClickHouse like we had with Kibana because there are scenarios where we cannot search keywords fuzzily in ClickHouse, whereas Elasticsearch allows that, and in such cases, Elasticsearch outperforms ClickHouse."
"ClickHouse can be improved, and the main challenge I see is its operational complexity."
"In terms of needed improvements, some enhancements in documentation are necessary."
"The main issue is the lack of documentation. Many features are available but are not fully documented, which can make finding information challenging."
"There are some areas where ClickHouse could improve. Specifically, we encountered incompatibilities with its SQL syntax when migrating queries from MySQL or SQL to ClickHouse. This difference in details made it challenging to figure out the exact issues. Additionally, we faced difficulties due to the lack of a proper Django driver for ClickHouse, unlike MySQL, which Django supports out of the box."
"The aggregation capability is a valuable feature. It's highly efficient, allowing us to review entire transaction histories and user activities in the market. We've tried MongoDB, Postgres, MariaDB, and BigQuery, but ClickHouse is the most cost-efficient solution for collecting data at high speeds with minimal cost. We even used ClickHouse Cloud for a month, and it proved to be a great setup, especially for startups looking to handle big data. For example, if there is a need for 2-4 terabytes of data and around 40 billion rows with reasonable computing speed and latency, ClickHouse is ideal. Regarding the real-time query performance of ClickHouse, when using an API server to query it, I achieved query results in less than twenty milliseconds in some of my experiments with one billion rows. However, it depends on the scenario since ClickHouse has limitations in handling mutations. Additionally, one of ClickHouse's strengths is its compression capability. Our experimental server has only four terabytes, and ClickHouse effectively compresses data, allowing us to store large amounts of data at high speed. This compression efficiency is a significant advantage of using ClickHouse."
"Xvoucher AWS Certification Pathway Package could be improved if it presented the exam in the exact pattern and manner that AWS uses for their actual exam."
"There is definitely a scope of improvement for the licensing cost."
"Xvoucher AWS Certification Pathway Package is highly valuable, but there are a few areas for improvement. It should be more founder- and business-focused, and it should include more alignment with founder and business approaches because, as of now, it leans more towards a learning and student approach."
 

Pricing and Cost Advice

"ClickHouse has an open-source version, which is free to use and has almost all the features."
"We used the free, community version of ClickHouse."
"The tool is open-source."
"For pricing, if you use the self-hosted version, it would be free. Cloud services pricing would be an eight out of ten. I try to minimize costs but still have to monitor usage."
"ClickHouse Cloud is not expensive compared to other databases, costing a few dollars per month while providing fast performance."
"The tool is free."
"If you have an in-house deployment on Kubernetes or something, it's going to be very cheap since you'll be managing everything."
Information not available
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Top Industries

By visitors reading reviews
Financial Services Firm
16%
Computer Software Company
15%
Comms Service Provider
8%
Outsourcing Company
8%
Construction Company
38%
Comms Service Provider
13%
Financial Services Firm
8%
Outsourcing Company
5%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business13
Midsize Enterprise4
Large Enterprise8
No data available
 

Questions from the Community

What is your experience regarding pricing and costs for ClickHouse?
My experience with pricing, setup cost, and licensing was such that the setup costs were just my own bandwidth, while licensing and pricing were done by other members of the team so it was abstract...
What needs improvement with ClickHouse?
ClickHouse can be improved on the documentation side, and there is one small constraint that is mentioned in ClickHouse documentation, which is a partition limit of ten thousand that we hit, so if ...
What is your primary use case for ClickHouse?
My main use case for ClickHouse is data ingestion and for its OLAP properties, as we had use cases where database locks were slowing us down and because ClickHouse does not have that, we chose to u...
What needs improvement with Xvoucher AWS Certification Pathway Package?
There are very few things I have personally explored, and all those things have helped me a lot. Xvoucher AWS Certification Pathway Package is highly valuable, but there are a few areas for improve...
What is your primary use case for Xvoucher AWS Certification Pathway Package?
AWS was already part of our stack, but my understanding was very fragmented. I knew that we were using IAMs, EC2s, and S3s, but I was not always sure why this particular approach is better than oth...
What advice do you have for others considering Xvoucher AWS Certification Pathway Package?
I would advise multiple people and employees to use Xvoucher AWS Certification Pathway Package, as it impacted my company and would definitely impact a single person as well. I give this review a r...
 

Overview

Find out what your peers are saying about PostgreSQL, Oracle, ClickHouse and others in Open Source Databases. Updated: March 2026.
890,027 professionals have used our research since 2012.