Software Alternatives & Reviews

Memgraph VS graph-tool

Compare Memgraph VS graph-tool and see what are their differences

Memgraph logo Memgraph

Memgraph is an open source graph database built for real-time streaming and compatible with Neo4j. Whether you're a developer or a data scientist with interconnected data, Memgraph will get you the immediate actionable insights fast.

graph-tool logo graph-tool

Graph-tool is an efficient Python module for manipulation and statistical analysis of graphs and...
  • Memgraph Landing page
    Landing page //
    2021-08-26

Memgraph is a streaming graph application platform that helps you wrangle your streaming data, build sophisticated models that you can query in real-time, and develop applications you never thought possible in days, not months.

Memgraph directly connects to your streaming infrastructure, so you and your team don’t spend countless hours building and maintaining complex data pipelines. You can ingest data from sources like Kafka, SQL, or plain CSV files. Memgraph provides a standard interface to query your data with Cypher, a widely-used and declarative query language that is easy to write, understand and optimize for performance. This is achieved by using the property graph data model, which stores data in terms of objects, their attributes, and the relationships that connect them. This is a natural and effective way to model many real-world problems without relying on complex SQL schemas.

Memgraph is implemented in C/C++ and leverages an in-memory first architecture to ensure that you’re getting the best possible performance consistently and without surprises. It’s also ACID-compliant and highly available.

  • graph-tool Landing page
    Landing page //
    2023-01-02

Memgraph

$ Details
freemium
Platforms
Cross Platform Windows Mac OSX Linux Docker Web AWS
Release Date
2017 January

Memgraph features and specs

  • Cypher: Yes
  • API: Yes
  • Authentication: Yes
  • Authorization: Yes
  • Data Import/Export: Yes
  • Visualizations: Yes
  • Real-time Monitoring: Yes
  • Audit Log: Yes
  • High Availibility: Yes
  • Graph DB: Yes

graph-tool features and specs

No features have been listed yet.

Memgraph videos

What is Memgraph? | Office Hours #1

More videos:

  • Review - Getting started with Memgraph | LIVE

graph-tool videos

Code Review: Networkx VS graph-tool

Category Popularity

0-100% (relative to Memgraph and graph-tool)
Databases
67 67%
33% 33
Graph Databases
63 63%
37% 37
Developer Tools
100 100%
0% 0
NoSQL Databases
0 0%
100% 100

User comments

Share your experience with using Memgraph and graph-tool. For example, how are they different and which one is better?
Log in or Post with

Reviews

These are some of the external sources and on-site user reviews we've used to compare Memgraph and graph-tool

Memgraph Reviews

  1. Great experience

    The product is very robust and easy to use. I highly recommend it to anyone who needs to analyze streaming data in real-time.

graph-tool Reviews

We have no reviews of graph-tool yet.
Be the first one to post

Social recommendations and mentions

Based on our record, Memgraph should be more popular than graph-tool. It has been mentiond 21 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Memgraph mentions (21)

  • Ask HN: Who is hiring? (March 2024)
    Memgraph | Staff C++ Database Engineer | REMOTE (Central/Western Europe, LatAm, or North America) https://memgraph.com/ Memgraph is a Seed stage, open source graph database vendor. Graph DBs are a great solution for GenAI, logistics, cybersecurity and fintech so we are looking to grow aggressively this year. We're looking for a staff-level engineer to set technical direction, mentor junior team members, and solve... - Source: Hacker News / 2 months ago
  • Ask HN: Were Graph Databases a Mirage?
    Relational databases have a much longer history of development, and much more engineering time has went into designing RDBMS. It is not a surprise that they are mature on more levels. By looking at the age of a product, you can get a sense of how mature RDBMS systems are compared to most GraphDB projects. Horizontal scaling is hard in GraphDBs due to the nature of how the graph is structured and how you interact... - Source: Hacker News / 5 months ago
  • When to Use a NoSQL Database
    NoSQL databases are non-relational databases with flexible schema designed for high performance at a massive scale. Unlike traditional relational databases, which use tables and predefined schemas, NoSQL databases use a variety of data models. There are 4 main types of NoSQL databases - document, graph, key-value, and column-oriented databases. NoSQL databases generally are well-suited for unstructured data,... - Source: dev.to / 10 months ago
  • Understanding Cosine Similarity in Python with Scikit-Learn
    Whether it's about identifying similar user profiles in a social network, detecting similar patterns in a communication network, or classifying nodes in a semantic network, cosine similarity contributes valuable insights. Combined with a powerful graph database system, such as Memgraph, it gives a better understanding of complex networks. Memgraph is an open-source in-memory graph database built to handle... - Source: dev.to / 11 months ago
  • Are indices used as much in Graph databases like Neo4j as in SQL databases?
    Take a look at this blog post about choosing the optimal index. It focuses on Memgraph graph database but it offers a theoretical background that is not vendor related. Source: about 1 year ago
View more

graph-tool mentions (4)

  • Vent: I'm tired of the 1001 libraries of virtual environments.
    Some Python libraries have a C/C++ core that relies on libraries such as Cairo and Boost and many others. Such dependencies are not installable with pip/venv simply because they are not Python packages. If you want to try one example, have a go on installing Graph-Tool using pip. Source: over 1 year ago
  • Stop writing Rust linked list libraries!
    Do they offer the full feature set of graph-tools? https://graph-tool.skewed.de/. Source: over 1 year ago
  • Python equivalent of D3.js
    Graph-tool - it does only 2D plots and has very slow interactive graphs. Source: about 2 years ago
  • Graph module reccomendations?
    Graph-tool: This is the one I use the least, although it is probably one of the most powerful. It lets you quickly run advanced community detection analyses like stochastic block models, hierarchical partitions, etc. It also has a fantastic visualization suite for making gorgeous figures. It used to be a pain in the ass to compile, which is why I ended up sinking the time into igraph, although I understand that... Source: about 3 years ago

What are some alternatives?

When comparing Memgraph and graph-tool, you can also consider the following products

neo4j - Meet Neo4j: The graph database platform powering today's mission-critical enterprise applications, including artificial intelligence, fraud detection and recommendations.

NetworkX - NetworkX is a Python language software package for the creation, manipulation, and study of the...

FalkorDB - Explore FalkorDB, the premier knowledge graph database tailor-made for GenAI applications. Unlock the power of structured data for advanced AI insights.

ArangoDB - A distributed open-source database with a flexible data model for documents, graphs, and key-values.

RedisGraph - A high-performance graph database implemented as a Redis module.

TigerGraph DB - Application and Data, Data Stores, and Graph Database as a Service