Best Graph Visualization Tools Software

How Many Graph Visualization Tools Software Products Does G2 Track?

Total Products under this Category: 30

Category Stats (Sep 2026)

  • Average Rating: 4.68/5 The average rating of products in this category, based on all submitted ratings

Last updated: September 20, 2026

How Does G2 Rank Graph Visualization Tools Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 0+ Authentic Reviews
  • 30+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

Neo4j Graph Data Science

Neo4j Graph Data Science is a data science and machine learning engine that uses the relationships in your data to improve predictions. It plugs into enterprise data ecosystems so you can get more data science projects into production quickly. Using a catalog of over 65 pretuned graph algorithms, data scientists can explore billions of data points in seconds to identify hidden connections and generate compelling visualizations that lead to better stakeholder decision making. Practical business applications and operations benefit from the context-first analysis that only graphs can provide across projects like recommendation engines, anomaly and fraud detection, route optimization, marketing, network analysis, and many more.

Average Rating: 4.5/5.0

Total Reviews: 15

Who Is the Company Behind Neo4j Graph Data Science?

  • Seller: Neo4j
  • Year Founded: 2007
  • HQ Location: San Mateo, CA
  • Twitter: @neo4j
    47,112 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,063 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 44% Medium, 38% Small

What Do G2 Reviewers Say About Neo4j Graph Data Science?

AI-generated summary from verified user reviews

Pros
  • Users find Neo4j GDS easy to use, facilitating smooth onboarding for both technical and non-technical staff.
  • Users appreciate the wide variety of well-designed algorithms offered by Neo4j Graph Data Science for diverse use cases.
  • Users value the effective problem-solving capabilities of Neo4j GDS, enhancing user recommendations and data analysis.
  • Users benefit from the scalable graph algorithms of Neo4j Graph Data Science, enhancing their analytics capabilities significantly.
  • Users value the support for popular machine learning problems in Neo4j Graph Data Science, enhancing user recommendations and analytics.
Cons
  • Users note a significant learning curve in Neo4j Graph Data Science, which can lead to confusion for beginners.
  • Users often face a significant learning curve with Neo4j Graph Data Science, impacting their ability to quickly adopt the tool.
  • Users find the beginner difficulty of Neo4j Graph Data Science challenging, making the learning process time-consuming for newcomers.
  • Users often face a difficult learning curve with Neo4j Graph Data Science, making it challenging for beginners to adapt.
  • Users find Neo4j Graph Data Science to be expensive, with high costs impacting overall accessibility and usage.

What Are Recent G2 Reviews of Neo4j Graph Data Science?

Rocketgraph | Graph Analytics Platform Powered by GenAI

Rocketgraph xGT uncovers hard-to-find patterns faster and performs analyses that used to take days to run or would stop before producing results. With Rocketgraph and its AI-powered Mission Control user interface, you can do iterative analysis on the biggest, most complicated datasets on the planet and get answers hundreds of times faster than with other graph analytics tools. Rocketgraph can be used on-premise or in the cloud, with Aurora - our fully-managed cloud offering.

Average Rating: 4.8/5.0

Total Reviews: 3

Who Is the Company Behind Rocketgraph | Graph Analytics Platform Powered by GenAI?

  • Seller: Rocketgraph
  • Year Founded: 2014
  • HQ Location: Seattle, US
  • Twitter: @Rocketgraph_ai
    480 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    10 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Large, 33% Small

What Are Recent G2 Reviews of Rocketgraph | Graph Analytics Platform Powered by GenAI?

Aigraphmaker

AI Graph Maker is an advanced data visualization platform that leverages artificial intelligence to transform raw data into compelling visual narratives. Designed for businesses, educators, and creative professionals, it simplifies the creation of professional-grade graphs, enabling users to communicate complex information effectively and make informed decisions. Key Features and Functionality: - Intelligent Content Recognition: The platform analyzes input data, including text and various file formats, to automatically generate well-structured graphs, saving time and enhancing productivity. - Multi-Format Compatibility: Supports content extraction from multiple file types such as Word and TXT, facilitating seamless data integration from diverse sources. - Customizable Designs: Offers a wide range of templates and styles, allowing users to tailor graphs to align with their brand identity. - Smart Layout Optimization: Utilizes AI to suggest optimal layouts and formatting, ensuring clarity and visual appeal in the generated graphs. - Data Security: Implements robust security measures to protect user data, maintaining confidentiality and integrity. Primary Value and User Solutions: AI Graph Maker addresses the challenges of traditional graph design, which often involve time-consuming processes and the risk of human error. By automating graph creation through AI, it empowers users to efficiently produce high-quality visualizations without requiring design expertise. This capability enhances data storytelling, aids in simplifying complex information, and supports better decision-making across various industries.

Who Is the Company Behind Aigraphmaker?

AntV G6

G6 is graph visualization engine with simplicity and convenience. Based on the ability of customize, it provides a set of elegant graph visualization solutions, and helps developers to build up applications for graph visualization, graph analysis, and graph editor.

Who Is the Company Behind AntV G6?

Arcade Analytics

Arcade Analytics is a graph analytics tools Making graph analysis visual stunning and simple to use. Arcade runs on all modern browsers and squeezes the GPU if available.

Average Rating: 4.2/5.0

Total Reviews: 6

Who Is the Company Behind Arcade Analytics?

  • Seller: Arcade Analytics ltd
  • Year Founded: 2017
  • HQ Location: London, GB
  • Twitter: @arcadeanalytics
    2,138 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Medium, 33% Small

What Do G2 Reviewers Say About Arcade Analytics?

AI-generated summary from verified user reviews

Pros
  • Users love Arcade Analytics for its affordability, experiencing increased production and significant cost savings.
  • Users highlight the excellent customer service of Arcade Analytics as a key factor in their positive experience.
  • Users find Arcade Analytics to be highly reliable, significantly boosting productivity and delivering excellent customer support.
  • Users appreciate the time-saving capabilities of Arcade Analytics, enhancing productivity while significantly reducing costs.

What Are Recent G2 Reviews of Arcade Analytics?

Cytospace

Cytoscape is an open source software platform for visualizing complex networks and integrating these with any type of attribute data.

Who Is the Company Behind Cytospace?

Gephi

Gephi is an open-source visualization and exploration software for all kinds of graphs and networks.

Average Rating: 4.3/5.0

Total Reviews: 13

Who Is the Company Behind Gephi?

  • Seller: Association Gephi
  • Year Founded: 2010
  • HQ Location: Paris, FR
  • Twitter: @Gephi
    13,276 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 62% Medium, 23% Large

What Are Recent G2 Reviews of Gephi?

What Are G2 Users Discussing About Gephi?

GoJS

A pure JavaScript library for creating interactive diagrams on the Web. GoJS makes it easy to construct interactive diagrams of Nodes, Links, and Groups, with customizable templates and layouts.

Average Rating: 4.0/5.0

Total Reviews: 1

Who Is the Company Behind GoJS?

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of GoJS?

What Are G2 Users Discussing About GoJS?

Graphab

AI graphical abstract maker for researchers. Pick your journal, paste your abstract, get a submission-ready figure. Free credits on signup.

Who Is the Company Behind Graphab?

Graph AI Suite

Who Is the Company Behind Graph AI Suite?

  • Seller: Graphwise
  • Year Founded: 2024
  • HQ Location: New York, US
  • LinkedIn® Page: linkedin.com
    220 employees on LinkedIn®

GraphDX

GraphDX is a data visualization and relationship mapping platform that connects information from PLM, ERP, MES, CRM, and other enterprise systems. It provides a visual representation of relationships between data entities, allowing users to explore connections and dependencies across systems. GraphDX supports data analysis use cases such as relationship analysis, impact analysis, root cause analysis, supplier and procurement analysis, and enterprise data exploration. Users can query connected data using natural-language prompts and visualize relationships through an interactive graph-based interface. The platform is designed for organizations working with engineering, manufacturing, product lifecycle, supply chain, and enterprise data. GraphDX can be deployed in environments with specific data security and infrastructure requirements, including on-premises deployment options.

Who Is the Company Behind GraphDX?

Graphistry

Graphistry is a GPU-accelerated visual graph analytics platform designed to help analysts rapidly investigate and understand complex datasets. By transforming raw data into interactive visual maps, Graphistry enables users to uncover hidden relationships, patterns, and anomalies without the need for manual queries. This capability is particularly beneficial in fields such as cybersecurity, fraud detection, IT operations, and supply chain analysis, where timely and accurate insights are crucial. Key Features and Functionality: - Visual Graph Analytics: Converts large-scale data into interactive visualizations, revealing intricate connections and facilitating intuitive exploration. - GPU Acceleration: Utilizes GPU technology to process data swiftly, ensuring scalability and responsiveness even with massive datasets. - Data Integrations: Seamlessly integrates with various data sources and tools, including Splunk, Pandas, Dask, Jupyter, Streamlit, and SQL, allowing for versatile data analysis. - Visual Querying: Offers advanced querying capabilities with features like clustering, filters, and summaries to enhance data interrogation. - Investigation Templates: Provides reusable templates that automate and guide complex investigations, streamlining analytical workflows. - APIs and Embedding: Enables embedding of visual graphs into applications and dashboards, facilitating integration into existing systems. Primary Value and Problem Solved: Graphistry addresses the challenge of analyzing vast and complex datasets by providing a platform that simplifies and accelerates the investigative process. Traditional methods often require extensive manual querying and can be time-consuming and error-prone. Graphistry's visual approach allows analysts to quickly identify and understand relationships within the data, leading to faster decision-making and more effective problem-solving. This is especially critical in areas like cybersecurity and fraud detection, where the ability to rapidly detect and respond to threats can prevent significant losses and enhance organizational security.

Who Is the Company Behind Graphistry?

  • Seller: Graphistry
  • Year Founded: 2014
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    13 employees on LinkedIn®

Graphlytic

Who Is the Company Behind Graphlytic?

  • Seller: Demtec
  • Year Founded: 2014
  • HQ Location: Bratislava, SK
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®
Shalaka Joshi
SJ
Researched and written by Shalaka Joshi
Updated February 18, 2025