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Snowflake vs Stardog Enterprise Knowledge Graph Platform comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Oct 26, 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

Snowflake
Average Rating
8.4
Reviews Sentiment
6.9
Number of Reviews
108
Ranking in other categories
Data Warehouse (1st), Cloud Data Warehouse (1st), AI Synthetic Data (1st), Database Management Systems (DBMS) (6th), AI Software Development (8th)
Stardog Enterprise Knowledg...
Average Rating
7.8
Number of Reviews
4
Ranking in other categories
AWS Marketplace (13th)
 

Mindshare comparison

Snowflake and Stardog Enterprise Knowledge Graph Platform aren’t in the same category and serve different purposes. Snowflake is designed for Cloud Data Warehouse and holds a mindshare of 15.4%, down 16.8% compared to last year.
Stardog Enterprise Knowledge Graph Platform, on the other hand, focuses on AWS Marketplace, holds 0.3% mindshare, down 0.6% since last year.
Cloud Data Warehouse Mindshare Distribution
ProductMindshare (%)
Snowflake15.4%
Databricks9.3%
Teradata9.2%
Other66.1%
Cloud Data Warehouse
AWS Marketplace Mindshare Distribution
ProductMindshare (%)
Stardog Enterprise Knowledge Graph Platform0.3%
True PACS SaaS0.3%
CTG Cross-Border VPC Connection (Asia Pacific:Seoul-China:Beijing)0.3%
Other99.1%
AWS Marketplace
 

Featured Reviews

SunilPatil1 - PeerSpot reviewer
Asset Builder at Genpact - Headstrong
Have prioritized security while managing multi-agent data migration and cloud adoption
We utilize Time Travel with Snowflake because this is a very useful feature. Everyone finds it crucial because in conventional data platforms, it's very difficult to handle these kinds of things. This feature is essential, though I don't have the use cases currently; it is just there for implementation. Regarding Snowflake's automated scaling and suspension features, this auto-scaling is very significant. We had a comparison with Databricks and Snowflake a few months back, and this auto-scaling takes an edge within Snowflake; that's what our observation reflects.
reviewer2920926 - PeerSpot reviewer
Vice President at a financial services firm with 10,001+ employees
Semantic models have transformed data management and save significant time and effort
The best features that Stardog Enterprise Knowledge Graph Platform offers include the inbuilt semantic model import, which helps to navigate through the enterprise knowledge. The inbuilt semantic model imports help me in my day-to-day work or projects; if an import option would not have been available, then it would have been a very tough, tedious job to do that. The features of Stardog Enterprise Knowledge Graph Platform are very user-friendly and they help to navigate easily. Regarding Stardog Enterprise Knowledge Graph Platform's AI capabilities, I think its governance and security features are essential, especially in financial organizations, where the data is very sensitive. I find the accuracy and reliability of output from Stardog Enterprise Knowledge Graph Platform looks very promising.

Quotes from Members

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

Pros

"Snowflake's data sharing capability with other enterprises is the best feature they offer, which is excellent for us as a software company."
"It is definitely a good tool and a good database without any adoption problems."
"Snowflake is a great solution if you have substantial data volume."
"We have seen ROI when using Snowflake based on the insights we get."
"We've been mostly very happy with its capabilities."
"The product's most important feature is unloading data to S3."
"My company wanted to have all our data in one single place and this what we use Snowflake for. Snowflake also allows us to build connectors to different data sources."
"The product offers a lot of great features; architectural-wise, it's got great architecture, it's kind of decoupled from storage and has virtual warehouses, and we like that we can travel and keep things virtual."
"Stardog helped us to consolidate, join, and bring the data together and helped us to create the data model, and now I have good traceability for cells from raw material till cell creation and all the data on the way."
"The inbuilt semantic model imports help me in my day-to-day work or projects; if an import option would not have been available, then it would have been a very tough, tedious job to do that."
"Stardog Enterprise Knowledge Graph Platform has positively impacted my organization since it has been used for more than four to five years, and everyone has been positively affected by the use of it."
"They have beautifully built these AI capabilities, and they work very well."
 

Cons

"There is room for improvement in Snowflake's integration with Python. We do a lot of SQL programming in Snowflake, but we go to a different tool to program when we have to in Python."
"If you're running a procedure, it just gives a standard error instead of the exact error captured."
"They need to incorporate some basic OLAP capabilities in the backend or at the database level."
"We would like to have an on-premises deployment option that has the same features, including scalability."
"I would like to see a client version of the GUI."
"I would like to see more transparency in data processing, ATLs, and compute areas - which should give more comfort to the end users."
"Snowflake wasn't cheaper than BigQuery, and its affordability was the main issue."
"There could be better ELT tools that are appropriate for Snowflake. We decided on Matillion and it seemed to be the only one. There need to be better choices, it would be great if Snowflake provided an ELT solution that people could use. Additionally, if there was a pure cloud-based ELT tool it would be useful."
"Query performance is inconsistent."
"Another software called Neo4j provides some more features compared to Stardog Enterprise Knowledge Graph Platform."
"My experience with customer support for Stardog Enterprise Knowledge Graph Platform was a bit weak because the problem that we told Stardog support was very basic, and they were not able to get an answer to that for months."
"Stardog Enterprise Knowledge Graph Platform can be improved in some features such as exporting the information to a required format."
 

Pricing and Cost Advice

"Part of the problem with the pricing is that it is very difficult for businesses to get an idea of how expensive it might be until they actually start using Snowflake."
"The whole licensing system is based on credit points. You can also make a license agreement with the company so that you buy credit points and then you use them. What you do not use in one year can be carried over to the next year."
"The solution is expensive but worth the cost because the quality is there."
"Snowflake has consumption-based costs; users only pay for storage and computing."
"It is hard to say because we're usually engaged in the transition as opposed to the long term. Their storage costs are easily within pennies of what AWS S3 would normally cost. Most of the clients I've been working with are in the financial sector, and they're relatively small. I would put them in an SMB connection. The first thing we have to bring up for people is that they're going to build this. They shouldn't store their data in S3. They should pipeline directly into Snowflake and use it on their storage. So, the cost is a big issue because these are small to medium size companies, and that is the biggest thing we had to price point for them."
"It is on a monthly basis. It is based on your usage. There are no additional costs from the point of the licensing fee. We do give some kind of evaluation to the customers about how much it is going to be. You can decide in Snowflake the virtual machine that you are using for customers. There are several kinds of virtual machines that you can use. It is similar to the clothing sizes: small to extra large. If you need more power in the coming month, you can decide in advance and take a more powerful machine. You can just select it from the platform. You can also decide which machine you want to take for extracting data."
"You need to be aware of the bloating costs. It is easy to use, but if you don't use it wisely, then your monthly bill can bloat a lot. You need to be a bit aware of its consumption cost."
"It is not cheap."
Information not available
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Top Industries

By visitors reading reviews
Financial Services Firm
17%
Manufacturing Company
11%
Outsourcing Company
9%
Comms Service Provider
6%
Insurance Company
18%
Construction Company
17%
Comms Service Provider
15%
Outsourcing Company
12%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business31
Midsize Enterprise20
Large Enterprise61
No data available
 

Questions from the Community

What is your experience regarding pricing and costs for Snowflake?
We find the metering and billing experience for Snowflake to be expensive because there are many limitations to what it can do. When we compared performance-wise and cost-wise to Bedrock for some o...
What needs improvement with Snowflake?
Lessons learned about our main use case or how Snowflake performed in those areas include that the sales representatives do not really understand the product, and that the solutions consultants bas...
What is your primary use case for Snowflake?
Our main use case for Snowflake was to ingest data, use it for search, analytics, and data sharing with our customers; however, in reality, those use cases did not work. When it came to our challen...
What needs improvement with Stardog Enterprise Knowledge Graph Platform?
I wish that in Launchpad, there was a feature where I could let users access the features I want them to access. I do not want to give any user the whole access to Launchpad. There are users I do n...
What is your primary use case for Stardog Enterprise Knowledge Graph Platform?
I use Stardog Enterprise Knowledge Graph Platform mostly as the semantic layer to connect and create data models, connecting data from other sources and using SPARQL queries to expose the data to b...
What advice do you have for others considering Stardog Enterprise Knowledge Graph Platform?
I would rate Stardog Enterprise Knowledge Graph Platform an eight on a scale of 1 to 10. While I am really happy with how Stardog platform is growing, I still see there is a lot of scope of improve...
 

Also Known As

Snowflake Computing, Snowflake Data Cloud
No data available
 

Overview

 

Sample Customers

Accordant Media, Adobe, Kixeye Inc., Revana, SOASTA, White Ops
Information Not Available
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