What are our data sources?
We use the data sources on the side for ranking solutions and awarding badges in data virtualization tools category. Our data sources in data virtualization tools category include;
Data virtualization software enables data storage, retrieval, and integration processes without creating a new integrated physical data platform.
If you’d like to learn about the ecosystem consisting of Data Virtualization Tools and others, feel free to check AIMultiple Data.
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We use the data sources on the side for ranking solutions and awarding badges in data virtualization tools category. Our data sources in data virtualization tools category include;
review websites
social media websites
search engine data for branded queries
According to the weighted combination of 7 data sources
SAP HANA
AWS Glue
Denodo
Dremio
Data Virtuality Platform
Taking into account the latest metrics outlined below, these are the current data virtualization tools market leaders. Market leaders are not the overall leaders since market leadership doesn’t take into account growth rate.
SAP HANA
AWS Glue
Dremio
Data Virtuality Platform
Denodo
These are the number of queries on search engines which include the brand name of the solution. Compared to other Data categories, Data Virtualization Tools is more concentrated in terms of top 3 companies’ share of search queries. Top 3 companies receive 97%, 21% more than the average of search queries in this area.
1,239 employees work for a typical company in this solution category which is 1,218 more than the number of employees for a typical company in the average solution category.
In most cases, companies need at least 10 employees to serve other businesses with a proven tech product or service. 13 companies with >10 employees are offering data virtualization tools. Top 3 products are developed by companies with a total of 100k employees. The largest company building data virtualization tools is AWS with more than 100,000 employees.
Taking into account the latest metrics outlined below, these are the fastest growing solutions:
SAP HANA
AWS Glue
Denodo
Data Virtuality Platform
Dremio
We have analyzed reviews published in the last months. These were published in 4 review platforms as well as vendor websites where the vendor had provided a testimonial from a client whom we could connect to a real person.
These solutions have the best combination of high ratings from reviews and number of reviews when we take into account all their recent reviews.
This data is collected from customer reviews for all Data Virtualization Tools companies. The most positive word describing Data Virtualization Tools is “Easy to use” that is used in 4% of the reviews. The most negative one is “Difficult” with which is used in 2.00% of all the Data Virtualization Tools reviews.
According to customer reviews, most common company size for data virtualization tools customers is 1,001+ employees. Customers with 1,001+ employees make up 49% of data virtualization tools customers. For an average Data solution, customers with 1,001+ employees make up 47% of total customers.
These scores are the average scores collected from customer reviews for all Data Virtualization Tools. Data Virtualization Tools is most positively evaluated in terms of "Overall" but falls behind in "Likelihood to Recommend".
This category was searched on average for 1k times per month on search engines in 2022. This number has increased to 1.9k in 2023. If we compare with other data solutions, a typical solution was searched 1.3k times in 2022 and this decreased to 1k in 2023.