Software Alternatives, Accelerators & Startups

memcached VS RethinkDB

Compare memcached VS RethinkDB and see what are their differences

memcached logo memcached

High-performance, distributed memory object caching system

RethinkDB logo RethinkDB

The open-source database for the realtime web
  • memcached Landing page
    Landing page //
    2023-07-23
  • RethinkDB Landing page
    Landing page //
    2021-10-13

memcached features and specs

  • High Performance
    Memcached is incredibly fast and efficient at caching data in memory, enabling quick data retrieval and reducing the load on databases. Its in-memory nature significantly reduces latency.
  • Scalability
    Memcached can be easily scaled horizontally by adding more nodes to the caching cluster. This allows it to handle increased loads and large datasets without performance degradation.
  • Simplicity
    Memcached has a simple design and API, making it easy to implement and use. Developers can quickly integrate it into their applications without a steep learning curve.
  • Open Source
    Memcached is free and open-source software, which means it can be used and modified without any licensing fees. This makes it a cost-effective solution for caching.
  • Language Agnostic
    Memcached supports multiple programming languages through various client libraries, making it versatile and suitable for use in diverse tech stacks.

Possible disadvantages of memcached

  • Data Volatility
    Memcached stores data in RAM, so all cached data is lost if the server is restarted or crashes. This makes it unsuitable for storing critical or persistent data.
  • Limited Data Types
    Memcached primarily supports simple key-value pairs. It lacks the rich data types and more complex structures supported by some other caching solutions like Redis.
  • No Persistence
    Memcached does not offer any data persistence features. It cannot save data to disk, so all information is ephemeral and will be lost on system reset.
  • Size Limitation
    Memcached has a memory limit for each instance, thus, large-scale applications may need to manage multiple instances and ensure data is properly distributed.
  • Security
    Memcached does not provide built-in security features such as authentication or encryption. This can be a concern in environments where data privacy and security are critical.

RethinkDB features and specs

  • Real-time Capabilities
    RethinkDB offers built-in real-time capabilities that allow applications to subscribe to data changes. This makes it ideal for building real-time applications like live dashboards, multiplayer games, or collaborative tools.
  • Flexible Query Language
    RethinkDB's query language, ReQL, is highly flexible and allows for complex queries. It supports operations such as joins, aggregations, and transformations directly within the database.
  • Distributed Database
    RethinkDB is designed to be distributed from the ground up. It can automatically replicate data and distribute queries across multiple machines to improve scalability and fault tolerance.
  • Web-based Administration
    RethinkDB provides a user-friendly web-based administration interface that simplifies database management and monitoring. This interface makes it easier for developers and system administrators to manage their databases.
  • JSON Data Model
    RethinkDB uses JSON as its data model, which makes it easy to store and work with structured data. This can be especially beneficial for web developers who are used to working with JSON data.

Possible disadvantages of RethinkDB

  • Limited Ecosystem
    Compared to more established databases like MySQL or MongoDB, RethinkDB has a smaller ecosystem. This means fewer third-party tools, libraries, and community support are available.
  • Stalled Development
    After the company behind RethinkDB shut down in 2016, the development slowed significantly. Although the project was later open-sourced and the community keeps it alive, the updates and new features are not as frequent.
  • Learning Curve
    While ReQL is powerful, it can have a steep learning curve for developers who are new to RethinkDB or who are more familiar with SQL or other NoSQL query languages.
  • Resource Intensive
    RethinkDB can be more resource-intensive compared to some other databases. It may require more RAM and CPU resources to achieve optimal performance, which can be a consideration for resource-constrained environments.
  • Fewer Enterprise Features
    RethinkDB lacks some enterprise-level features such as advanced security options, comprehensive backup solutions, and robust user management compared to other database systems like MongoDB or PostgreSQL.

memcached videos

Course Preview: Using Memcached and Varnish to Speed Up Your Linux Web App

RethinkDB videos

Mike Glukhovsky - RethinkDB Year in Review 2015

More videos:

  • Review - RethinkDB for Windows: developer preview
  • Review - Michael Glukhovsky - Advancing the realtime web with RethinkDB

Category Popularity

0-100% (relative to memcached and RethinkDB)
Databases
59 59%
41% 41
NoSQL Databases
66 66%
34% 34
Key-Value Database
100 100%
0% 0
Relational Databases
0 0%
100% 100

User comments

Share your experience with using memcached and RethinkDB. For example, how are they different and which one is better?
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Reviews

These are some of the external sources and on-site user reviews we've used to compare memcached and RethinkDB

memcached Reviews

Redis vs. KeyDB vs. Dragonfly vs. Skytable | Hacker News
Quick ask: I don’t see “some” of the other offering out there like MemCached… what was the criteria used to select these? I don’t see any source of how the test where run, specs of the systems, how the DB where set up, etc. Would be very valuable to have in order to attempt to re-validate these test on our own platform. I also came back and saw some of your updates...
Memcached vs Redis - More Different Than You Would Expect
So knowing how the difference between Redis and memcached in-memory usage, lets see what this means. Memcached slabs once assigned never change their size. This means it is possible to poison your memcached cluster and really waste memory. If you load your empty memcached cluster with lots of 1 MB items, then all of the slabs will be allocated to that size. Adding a 80 KB...
Redis vs. Memcached: In-Memory Data Storage Systems
Memcached itself does not support distributed mode. You can only achieve the distributed storage of Memcached on the client side through distributed algorithms such as Consistent Hash. The figure below demonstrates the distributed storage implementation schema of Memcached. Before the client side sends data to the Memcached cluster, it first calculates the target node of the...
Source: medium.com
Why Redis beats Memcached for caching
Both Memcached and Redis are mature and hugely popular open source projects. Memcached was originally developed by Brad Fitzpatrick in 2003 for the LiveJournal website. Since then, Memcached has been rewritten in C (the original implementation was in Perl) and put in the public domain, where it has become a cornerstone of modern Web applications. Current development of...

RethinkDB Reviews

12 Best Open-source Database Backend Server and Google Firebase Alternatives
RethinkDB is an open-source real-time database engine for creating modern reactive apps. It features a rich dashboard with real-time analytics and graphs, data explorer, simple learning curve, rich data models and queries with Geospatial queries support, and a large set of administration tools.The official binary packages for RethinkDB are available for: Ubuntu, Debian,...
Source: medevel.com
9 Best MongoDB alternatives in 2019
RethinkDB is the open-source, scalable DBMS system. It helps you to makes real-time building apps dramatically easier. This DBMS tool offers a flexible query language, intuitive operations, monitoring APIs, and is easy to set up and learn.
Source: www.guru99.com

Social recommendations and mentions

Based on our record, memcached should be more popular than RethinkDB. It has been mentiond 36 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.

memcached mentions (36)

  • MySQL Performance Tuning Techniques
    Memcached can help when lightning-fast performance is needed. These tools store frequently accessed data, such as session details, API responses, or product prices, in RAM. This reduces the laid on your primary database, so you can deliver microsecond response times. - Source: dev.to / 2 months ago
  • 10 Best Practices for API Rate Limiting in 2025
    In-memory tools like Redis or Memcached for fast Data retrieval. - Source: dev.to / 2 months ago
  • Outgrowing Postgres: Handling increased user concurrency
    A caching layer using popular in-memory databases like Redis or Memcached can go a long way in addressing Postgres connection overload issues by being able to handle a much larger concurrent request load. Adding a cache lets you serve frequent reads from memory instead, taking pressure off Postgres. - Source: dev.to / 3 months ago
  • API Caching: Techniques for Better Performance
    Memcached — Free and well-known for its simplicity, Memcached is a distributed and powerful memory object caching system. It uses key-value pairs to store small data chunks from database calls, API calls, and page rendering. It is available on Windows. Strings are the only supported data type. Its client-server architecture distributes the cache logic, with half of the logic implemented on the server and the other... - Source: dev.to / 7 months ago
  • story of upgrading rails 5.x to 7.x
    The app depends on several packages to run, so I need to install them locally too. I used a combination of brew and orbstack / docker for installing packages. Some dependencies for this project are redis, mongodb and memcache. - Source: dev.to / 8 months ago
View more

RethinkDB mentions (12)

  • Ask HN: How Can I Make My Front End React to Database Changes in Real-Time?
    Throwing RethinkDB in the mix as well. https://rethinkdb.com/. - Source: Hacker News / about 1 year ago
  • You forget RethinkDB, it's a shame
    I've been poking around, testing and breaking database servers for a long time (more than 20 years today). But a few years ago I came across a jewel, the grail, one of the best solutions available. Under the radar, shunned for whatever reason, RethinkDB is nonetheless one of the finest database server projects I've ever tested. - Source: dev.to / about 2 years ago
  • Ask HN: Anyone Using RethinkDB in Production?
    RethinkDB[0] looks like a "too good to be true" type of database. Anyone using it in production? What is your experience like? What are the pros and cons? [0] https://rethinkdb.com. - Source: Hacker News / about 2 years ago
  • Help wanted for a project idea - A multi-room live chat experience, similar to Twitch chat's functionality
    Since you’re not new to the field you might want to peek https://rethinkdb.com/ since it got picked up as an open source project. Source: over 2 years ago
  • Python, the usefulness of "dataclass"
    A Data Objects represents data which can be saved inside a database. This concept is in the heart of SQLAlchemy, but as the name should be obvious: it's for SQL Database (in general). Today, there are now document databases too (like MongoDB, ArangoDB, RethinkDB that I love so much, or even PostgreSQL). So, a "data" is like a "structured and typed document" that you save "as is". That's not the same paradigm, not... - Source: dev.to / almost 3 years ago
View more

What are some alternatives?

When comparing memcached and RethinkDB, you can also consider the following products

Redis - Redis is an open source in-memory data structure project implementing a distributed, in-memory key-value database with optional durability.

MongoDB - MongoDB (from "humongous") is a scalable, high-performance NoSQL database.

CouchDB - HTTP + JSON document database with Map Reduce views and peer-based replication

Aerospike - Aerospike is a high-performing NoSQL database supporting high transaction volumes with low latency.

Apache Cassandra - The Apache Cassandra database is the right choice when you need scalability and high availability without compromising performance.

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