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Seeq vs TigerGraph comparison

 

Comparison Buyer's Guide

Executive Summary

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

Seeq
Ranking in Data and Analytics Service Providers
2nd
Average Rating
8.2
Number of Reviews
26
Ranking in other categories
No ranking in other categories
TigerGraph
Ranking in Data and Analytics Service Providers
4th
Average Rating
8.0
Number of Reviews
12
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of August 2026, in the Data and Analytics Service Providers category, the mindshare of Seeq is 1.3%, up from 0.6% compared to the previous year. The mindshare of TigerGraph is 0.8%, up from 0.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data and Analytics Service Providers Mindshare Distribution
ProductMindshare (%)
Seeq1.3%
TigerGraph0.8%
Other97.9%
Data and Analytics Service Providers
 

Featured Reviews

Suradech Kongkiatpaiboon - PeerSpot reviewer
Senior Process Engineer at Chevron
Centralized analytics has transformed time series optimization and collaboration across teams
In my opinion, the best feature Seeq offers is the ability to visualize time series data in an efficient way. If we code it by ourselves, it will take a very long time or require a lot of server capacity, and you cannot simply plot a time series of, say, 100,000 records on your own simply because it takes a lot of effort to do that. Analyzing it when we apply any formula or algorithm takes more time to finalize everything. Seeq does this through drag and drop and point and click actions. So, it is much easier to do it by using this tool. Seeq has positively impacted my organization because I see many people using it, compared to the past five years when we had only PI Vision for visualizing time series data. Manipulating time series data was such a critical task that not many people were familiar with and were afraid to do. This task remains a core critical function for everyone to do it efficiently in order to complete anything. Process optimization and reliability analysis would address all failure modes.
Pranay Jain - PeerSpot reviewer
Senior software engineer at Simplifyvms
Graph analytics have transformed fraud detection and real-time insights for transaction data
The best feature of TigerGraph is the interconnectivity, which is very good for our needs as we were looking for highly connected data such as customer transactions. We needed our database to provide solutions for complex relationship queries quickly, and we can scale it with a large dataset. We adopted TigerGraph because it has massively parallel processing, real-time graph analytics, and deep link multi-hop queries. I find the GSQL query feature to be the most reliable because it is a powerful SQL-like query language designed for graph analytics and complex pattern matching, which is the best aspect of TigerGraph. Scalability is one of the key factors why we chose TigerGraph, as it provides fast analytics when the dataset increases and meets our needs very well.

Quotes from Members

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

Pros

"The product is stable."
"I have seen a return on investment as I saved a lot of millions of dollars for my business unit since we started using Seeq."
"I like Seeq because it’s very useful for production surveillance. It provides detailed insights, like the ability to view data down to the minute, which is helpful for tracking when a well goes offline. This feature is particularly beneficial for our needs. However, we don’t use Seeq for predictive analytics; we handle that with other software."
"Seeq is not a tool that requires a programming background; it's just a point-and-click tool for everyone, and the idea behind Seeq is democratizing data analytics for everyone."
"Of course, when data is processed correctly, all three outcomes—saving time, reducing downtime, and improving efficiency—are achievable."
"Seeq really comes with out-of-the-box features and functionalities which can be used readily without even knowing about the mathematics behind it, without even doing the coding."
"Seeq has provided visibility to the key performance indicators and visualization of those critical pointers in our dashboards."
"I recommend Seeq to others looking into using it because it is perfect."
"TigerGraph has positively impacted my organization through numerous applications in AI, fintech, insurance, and crypto-related use cases."
"Since we needed to reduce the query execution time in our application, it has reduced it by up to 60%, data relationship analysis that used to take minutes is now reduced to seconds, and we can process multiple millions of relationships in real-time, which provides significant value."
"My experience with TigerGraph has been exceptional, and I believe more focused enablement and diverse use cases will encourage broader adoption and implementation across various projects."
"Traditional methods for identifying fraud have resulted in a decrease in false positives of over 50 percent, and when it comes to execution speed, latency reduction exceeds 200 percent after implementing TigerGraph."
"TigerGraph allows you to specify the schema using SQL, similar to how you would with a relational data model, and once you draw your graph model and load the data, you can experiment faster with their available machine learning algorithms using a GUI-driven approach, which makes progress with TigerGraph much easier."
"TigerGraph has positively impacted my organization by providing better visualization and transaction patterns compared to our original database, BigQuery, which did not meet client expectations in data representation."
"One of the key features that differentiates TigerGraph from traditional databases is the way it has been architected, as it does not rely on traditional rows and columns but rather on graphical architecture, which sets it apart from normal relational databases, helping us with analytics and analysis, making it better in terms of performance and processing capabilities."
"The best features that I found useful in TigerGraph include their already provided algorithms, the user-friendly interface for visualizing graphs, and the ease of connecting nodes and edges by their properties attributes."
 

Cons

"However, the downsides are that it still requires a certain level of expertise to use the tools effectively, and it seems to be built for someone more devoted to the applications."
"I think Seeq could improve by including a section that has SQL-type visualizations to visualize tables of data and not reference them to the timestamp, as that has caused us some problems at times."
"We face a bit of an issue if there are any server issues or upgrades from Seeq."
"Sometimes the software would be a bit slow to respond, and that may be because there were too many users at once."
"The dashboard, where we approve the dashboard, is not ideal for someone who uses Seeq only as a tool to see data in a report format."
"As for improvements, I felt there should be a more efficient way to address repetitive customer questions, perhaps using chatbot technology to streamline responses."
"Stability issues happen multiple times because it may be the on-premise tool issue."
"In terms of needed improvements, for machine monitoring, we used to create our own software to conduct monitoring."
"To improve TigerGraph, one key area is its handling of data uploads, where sometimes attribute problems arise without any error indication, resulting in blank spaces in attribute slots."
"TigerGraph can be improved by adding features for multi-updates and in-place upgrades when documents are inserted."
"I chose a rating of eight out of ten mainly because documentation, more demos, and improved customer approachability still present opportunities for improvement."
"TigerGraph can improve on certain factors, particularly the simple query language, as the learning curve can be very hard for new users or beginners."
"TigerGraph can be improved by providing more tutorials about G-SQL."
"The two points contributing to the lower score are its cost and the challenges encountered while implementing machine learning models."
"TigerGraph does not have enough number of experts, and in terms of the usability of the product, they are still evolving."
"TigerGraph as a product is currently limited in its modularity, being heavily AWS focused, and since we are on Google Cloud Platform, this caused some challenges during setup, although TigerGraph as a service was very proactive in assisting with this."
 

Pricing and Cost Advice

"The solution's pricing is comparable to other products."
"The pricing is average."
Information not available
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Top Industries

By visitors reading reviews
Manufacturing Company
27%
Energy/Utilities Company
12%
Construction Company
8%
Outsourcing Company
6%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business7
Midsize Enterprise2
Large Enterprise20
By reviewers
Company SizeCount
Small Business7
Large Enterprise5
 

Questions from the Community

What needs improvement with Seeq?
I believe Seeq can be improved because report rollouts on similar pieces of equipment can be challenging. If Seeq had an easier way to modify our tag structure, then duplicating reports onto simila...
What is your primary use case for Seeq?
My main use case for Seeq is incident investigations. Upon unexpected quality results, incident investigations can start to determine where the incident first began occurring. Seeq allows the retro...
What advice do you have for others considering Seeq?
My advice to others looking into using Seeq is to pursue it. There are more opportunities with your own equipment than you know without examining them through the lens of Seeq. I would rate this pr...
What is your experience regarding pricing and costs for TigerGraph?
Regarding pricing, setup cost, and licensing, I was involved with the licensing part primarily. I recommended the solution, but pricing and setup costs were determined by our financial team.
What needs improvement with TigerGraph?
I cannot really say much about needed improvements for TigerGraph in my current work. I think it has great adaptation with AI. If I had to pick at something, it might be more AI integration, but ov...
What is your primary use case for TigerGraph?
I have been using TigerGraph for roughly seven years, and I was one of the first people in the first batch of cohorts to get certified in TigerGraph. My main use case for TigerGraph is for fraud de...
 

Overview

Find out what your peers are saying about Seeq vs. TigerGraph and other solutions. Updated: August 2026.
909,725 professionals have used our research since 2012.