--- title: Tigergraph Reviews meta_title: 'Tigergraph Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 11 reviews by the users' company size, role or industry to find out how Tigergraph works for a business like yours. aggregate_rating: rating_value: 4.6 review_count: 11 scale: '5' date_modified: '2026-08-07' parent_category: name: IT Infrastructure url: https://www.g2.com/categories/it-infrastructure --- # Tigergraph Reviews **Vendor:** Tigergraph **Category:** [Graph Databases](https://www.g2.com/categories/graph-databases) **Average Rating:** 4.6/5.0 **Total Reviews:** 11 **AI Enabled:** This product embeds AI to enhance or extend its core functionality. ## About Tigergraph TigerGraph is the only scalable graph database for the enterprise. Based on the industry’s first Native and Parallel Graph technology, TigerGraph unleashes the power of interconnected data, offering organizations deeper insights and better outcomes. TigerGraph fulfills the true promise and benefits of the graph platform by tackling the toughest data challenges in real time, no matter how large or complex the dataset. TigerGraph’s proven technology supports applications such as fraud detection, customer 360, MDM, IoT, AI and machine learning to make sense of ever-changing big data, and is used by customers including Amgen, China Mobile, Intuit, Wish and Zillow. ## Tigergraph Reviews ### 1. Exploring the Power of Graph with Tigergraph **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through LinkedIn **Source: Organic Review from User Profile:** Invitation from G2. This reviewer was not provided any incentive by G2 for completing this review. **Reviewed Date:** October 31, 2024 **What do you like best about Tigergraph?** Tigergraph is a powerful graph database that excels at handling large datasets, enabling quick queries and real-time analytics even with complex data. It also has built-in ML capability, making it an ideal tool for fraud detection and customer 360 toolkit. There is also a built-in visualization tool within Tigergraph called Insights. **What do you dislike about Tigergraph?** Tigergraph is still in development, so it's a bit challenging. It also has a steep learning curve. Insights also doesn't have many customization options. The cost is comparatively high, making it difficult for smaller organizations to adopt. **What problems is Tigergraph solving and how is that benefiting you?** One of the major issues Tigergraph is solving is uncovering hidden patterns and insights with vast datasets, which can be difficult in traditional databases. It allows businesses to perform deep-link analysis and multi-hop queries, making it able to detect fraud, optimize supply chains, etc. ### 2. TigerGraph used for CPG domain solution **Rating:** 4.5/5.0 stars **Reviewed by:** Krunal K. | Analytics Consultant, Enterprise (> 1000 emp.) **Validated Reviewer:** Validated through a business email account **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** October 22, 2024 **What do you like best about Tigergraph?** The ease of creating the graph using queries and inhouse graph db platform **What do you dislike about Tigergraph?** Complex visualisation of graphs on the platform **What problems is Tigergraph solving and how is that benefiting you?** It helped us understand and connect our client's supply chain life cycle and provide based on this graph ### 3. Great platform on machine learning and analytics **Rating:** 5.0/5.0 stars **Reviewed by:** Balaji L. | Senior Software Engineer, Enterprise (> 1000 emp.) **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** April 23, 2024 **What do you like best about Tigergraph?** Better and faster than others also having a good query performance. Using tegergraph is easy. **What do you dislike about Tigergraph?** Just one thing, SQL is is bit difficult fo some of us. **What problems is Tigergraph solving and how is that benefiting you?** We mostly use SQL database so it is useful for us to work with tigergraph as it is good in SQL database. ### 4. The Ultimate Solution for Unmatched Scalability and Analytical Power in Graph Databases **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Games | Enterprise (> 1000 emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through LinkedIn **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** August 09, 2023 **What do you like best about Tigergraph?** After conducting extensive evaluations of numerous graph databases available on the market, TigerGraph has emerged as the only solution that truly scales to meet our ever-growing needs. Its exceptional performance and scalability have solidified its position as our top choice for a graph database.

A key factor that influenced our decision to choose TigerGraph is its SQL-like, feature-rich language. This intuitive language not only supports our production graph use cases but also enables our data scientists and analysts to perform in-depth graph analytics and uncover valuable insights. With its powerful Accumulator functions, TigerGraph has allowed us to harness the true potential of graph analytics like never before, enabling us to tackle complex data challenges that would have been impossible with other technologies.

TigerGraph's unparalleled scalability and comprehensive language capabilities have opened up new possibilities for our team, revolutionizing the way we approach data analysis and decision-making. By leveraging the power of graph analytics with TigerGraph, we are now able to uncover insights and drive data-driven decisions more effectively than ever before. **What do you dislike about Tigergraph?** One aspect that could be considered a minor drawback in TigerGraph is the initial learning curve associated with its unique query language, GSQL. However, this concern is effectively mitigated by the fact that GSQL is designed to be similar to SQL, making it easier for users with SQL experience to quickly adapt and become proficient in using it. Furthermore, TigerGraph offers extensive documentation and support resources, which greatly facilitate the learning process and help users overcome this initial challenge. With the advent of GPT-4, most queries can now be AI-generated, effectively resolving this barrier.

In the grand scheme of things, the benefits of TigerGraph's powerful features, scalability, and performance far outweigh this minor inconvenience, making it an excellent choice for organizations seeking a robust graph database solution. **What problems is Tigergraph solving and how is that benefiting you?** Graph Analytics, Friend recommendations, Item recommendations, Community/Influencer detection and Fraud detection. ### 5. A Powerful Platform That Gets You Transitioned Into The Graph World **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Biotechnology | Enterprise (> 1000 emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through a business email account **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** July 27, 2023 **What do you like best about Tigergraph?** TigerGraph Cloud is a very powerful platform that gives newcomers into the graph world a lot of ability to deliver right off the bat with its GraphStudio UI. **What do you dislike about Tigergraph?** No downside. Just a bit of learning curve in general to adopted to the graph database world. **What problems is Tigergraph solving and how is that benefiting you?** Complex manufacturing analytics and internal process improvement efforts. ### 6. Great experience so far! **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through a business email account **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** May 23, 2023 **What do you like best about Tigergraph?** One of the most beneficial aspects of TigerGraph is its powerful graph database technology. We like its Fast query performance, Flexibility and Advanced analytics. **What do you dislike about Tigergraph?** Cost: It is costly, and not all companies can afford it. Additionally, it can be quite complex for beginners. Documentation and community support are not good. **What problems is Tigergraph solving and how is that benefiting you?** We use it for Real-time insights, enabling data connectivity, Developer productivity using GSQL query language, and API data over APIs. Overall business performance has increased ### 7. Robust visualization tools for any sizeable network **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** November 30, 2021 At G2, we prefer fresh reviews and we like to follow up with reviewers. They may not have updated their review text, but have updated their review. **What do you like best about Tigergraph?** Being able to expand nodes and edges, perform traversals, and the range of built-in functions/accumulators. **What do you dislike about Tigergraph?** The limited UI search features. It's unbelievable that a querying tool this powerful, with its own unique GSQL language, doesn't have partial search options. Even part of a vertex's id is NOT searchable from the UI, exact matches only. **Recommendations to others considering Tigergraph:** Highly scalable, the framework of TG is made for handling very large datasets. We load tens of thousands of vertices at a time & it is still comparably small to the telecom datasets that this tool is most used for. **What problems is Tigergraph solving and how is that benefiting you?** Robust optimizations are possible with Tigergraph, no matter how complex the network. Secondly, the latest update allows for longer traversals which leads to better queries. Tigergraph's built-in REST API integrates everything easily with Frontend and Middleware code parts. ### 8. Only Graphical Database powered by AI for best Data Presentation and Analysis **Rating:** 4.5/5.0 stars **Reviewed by:** AMIT S. | Assistant Manager SEO, Mid-Market (51-1000 emp.) **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** January 14, 2022 **What do you like best about Tigergraph?** We use Tigergraph to trace customer footprint on our website. Like how customers relate with our products, their purchases, etc. And with Tigergraph, it's really easy to understand user behavior analysis data and take action accordingly. **What do you dislike about Tigergraph?** Nothing as of now and with Graph 3.0 it's really cool. **What problems is Tigergraph solving and how is that benefiting you?** We have found out the reason for the decrease of customers on our website and with Tigergraph it's easier to understand customer behavior. Using the data, we are working on customer retention rate and it's growing rapidly. Thanks to Tigergraph Analytics. ### 9. Tigergraph review **Rating:** 4.5/5.0 stars **Reviewed by:** James D. | Associate Manager, Mid-Market (51-1000 emp.) **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** January 25, 2022 **What do you like best about Tigergraph?** Tigergraph was extremely useful for connecting data through machine learning. It helped drive our data points to make better business decisions. **What do you dislike about Tigergraph?** At times it does freeze while using but very rarely and it could quite possibly be our servers. **What problems is Tigergraph solving and how is that benefiting you?** Trying to integrate the use of data sets through financial services to further make business and trading decisions. ### 10. Tigergraph Analysis **Rating:** 4.0/5.0 stars **Reviewed by:** Amit K. | Associate Director, Enterprise (> 1000 emp.) **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal gift card as thanks for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thanks for completing this review. **Reviewed Date:** February 25, 2022 At G2, we prefer fresh reviews and we like to follow up with reviewers. They may not have updated their review text, but have updated their review. **What do you like best about Tigergraph?** Connecting data through Artificial Intelligence for analytics purpose **What do you dislike about Tigergraph?** Sometimes it becomes a bit slow at times. **Recommendations to others considering Tigergraph:** Must have software **What problems is Tigergraph solving and how is that benefiting you?** Analytics solution for a finance survey ### 11. Valuable Experience **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Hospital & Health Care | Small-Business (50 or fewer emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through LinkedIn **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** July 22, 2021 **What do you like best about Tigergraph?** Completely new platform and new language GSQL is growing very fast and most important, It's a future. **What do you dislike about Tigergraph?** With Azure the trial version is not free. **What problems is Tigergraph solving and how is that benefiting you?** I am learning to solve the Covid problem on the platform and the GUI makes it easy to learn the platform ## Tigergraph Discussions - [What is Tigergraph used for?](https://www.g2.com/discussions/what-is-tigergraph-used-for) - [View Tigergraph pricing details and edition comparison](https://www.g2.com/products/tigergraph/reviews?section=pricing&secure%5Bexpires_at%5D=2026-09-20+14%3A45%3A59+-0500&secure%5Bsession_id%5D=c6674289-b94e-4ac8-a7c7-59ad680efb25&secure%5Btoken%5D=e61bafb3227879fe7fe36eaa8c517c286bda34285586600f991971b9b3e6491d&format=llm_user) ## Tigergraph Features **Data Management** - Data Model - Data Types - Built - In Search - Event Triggers - Query Language **Availability** - Auto Sharding - Auto Recovery **Performance** - Query Optimization **Security** - Role-Based Authorization - Authentication - Audit Logs - Encryption **Support** - Multi-Model - BI Connectors - Operating Systems ## Top Tigergraph Alternatives - [Neo4j Graph Database](https://www.g2.com/products/neo4j-graph-database/reviews) - 4.5/5.0 (131 reviews) - [Arango](https://www.g2.com/products/arango/reviews) - 4.6/5.0 (115 reviews) - [Amazon Neptune](https://www.g2.com/products/amazon-neptune/reviews) - 4.3/5.0 (31 reviews)