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TigerGraph Pros review quotes

Pranay Jain - PeerSpot reviewer
Senior software engineer at Simplifyvms
Mar 7, 2026
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.
MZ
Full Stack Engineer at Quran Foundation
May 14, 2026
The impact of TigerGraph has been significant: it reduced complex multi-join query times from minutes to milliseconds, enabled real-time fraud detection across billions of transactions, and cut development effort by over seventy percent because the graph traversal logic that previously required thousands of lines of SQL became just a few dozens of lines of GSQL.
reviewer2840448 - PeerSpot reviewer
Senior DB Engineer And Sre at a tech vendor with 10,001+ employees
May 14, 2026
TigerGraph has positively impacted my organization through numerous applications in AI, fintech, insurance, and crypto-related use cases.
Learn what your peers think about TigerGraph. Get advice and tips from experienced pros sharing their opinions. Updated: July 2026.
907,768 professionals have used our research since 2012.
reviewer2867994 - PeerSpot reviewer
Principal Architect at a tech vendor with 10,001+ employees
Jul 4, 2026
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.
Gayatri Guddad - PeerSpot reviewer
Technology Lead at Accenture
Jun 23, 2026
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.
reviewer2873034 - PeerSpot reviewer
Data Engineer at a comms service provider with 11-50 employees
Jul 15, 2026
I cannot give any numbers, but TigerGraph was one of the key parts of fraud detection for the bank, which was a huge financial aspect, as it helped reduce fraud and save the bank from several fines from regulatory institutions.
VP
graph database engineer at a tech vendor with 11-50 employees
May 23, 2026
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.
reviewer2841837 - PeerSpot reviewer
Devops Engineer at a tech vendor with 10,001+ employees
May 15, 2026
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.
AM
Analyst intern at a university with 11-50 employees
May 28, 2026
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.
GB
Responsable Del Equipo D Más D at a tech services company with 51-200 employees
May 12, 2026
A specific result that reflects this positive impact on my company's market position is that I have almost a 100% win rate on bids for projects that involve graphs, thanks to my experience with TigerGraph.
 

TigerGraph Cons review quotes

Pranay Jain - PeerSpot reviewer
Senior software engineer at Simplifyvms
Mar 7, 2026
TigerGraph can improve on certain factors, particularly the simple query language, as the learning curve can be very hard for new users or beginners.
MZ
Full Stack Engineer at Quran Foundation
May 14, 2026
GraphStudio has UI/UX issues and bugs.
reviewer2840448 - PeerSpot reviewer
Senior DB Engineer And Sre at a tech vendor with 10,001+ employees
May 14, 2026
TigerGraph can be improved by adding features for multi-updates and in-place upgrades when documents are inserted.
Learn what your peers think about TigerGraph. Get advice and tips from experienced pros sharing their opinions. Updated: July 2026.
907,768 professionals have used our research since 2012.
reviewer2867994 - PeerSpot reviewer
Principal Architect at a tech vendor with 10,001+ employees
Jul 4, 2026
TigerGraph does not have enough number of experts, and in terms of the usability of the product, they are still evolving.
Gayatri Guddad - PeerSpot reviewer
Technology Lead at Accenture
Jun 23, 2026
I chose a rating of eight out of ten mainly because documentation, more demos, and improved customer approachability still present opportunities for improvement.
reviewer2873034 - PeerSpot reviewer
Data Engineer at a comms service provider with 11-50 employees
Jul 15, 2026
That part is actually really important, as TigerGraph is very naive and it is somewhat a beta product. It has always been a beta product, even when they have released so many versions, it was very problematic.
VP
graph database engineer at a tech vendor with 11-50 employees
May 23, 2026
The two points contributing to the lower score are its cost and the challenges encountered while implementing machine learning models.
reviewer2841837 - PeerSpot reviewer
Devops Engineer at a tech vendor with 10,001+ employees
May 15, 2026
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.
AM
Analyst intern at a university with 11-50 employees
May 28, 2026
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.
GB
Responsable Del Equipo D Más D at a tech services company with 51-200 employees
May 12, 2026
TigerGraph could improve by making the community version more complete and not limited to a monolithic service.

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