Software Alternatives, Accelerators & Startups

Apache Cassandra VS SendBird

Compare Apache Cassandra VS SendBird and see what are their differences

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Apache Cassandra logo Apache Cassandra

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

SendBird logo SendBird

SendBird is messaging-as-a-service.
  • Apache Cassandra Landing page
    Landing page //
    2022-04-17
  • SendBird Landing page
    Landing page //
    2023-08-17

SendBird

Release Date
2013 January
Startup details
Country
United States
State
California
City
San Mateo
Founder(s)
Brandon Y Jeon
Employees
100 - 249

Apache Cassandra features and specs

  • Scalability
    Apache Cassandra is designed for linear scalability and can handle large volumes of data across many commodity servers without a single point of failure.
  • High Availability
    Cassandra ensures high availability by replicating data across multiple nodes. Even if some nodes fail, the system remains operational.
  • Performance
    It provides fast writes and reads by using a peer-to-peer architecture, making it highly suitable for applications requiring quick data access.
  • Flexible Data Model
    Cassandra supports a flexible schema, allowing users to add new columns to a table at any time, making it adaptable for various use cases.
  • Geographical Distribution
    Data can be distributed across multiple data centers, ensuring low-latency access for geographically distributed users.
  • No Single Point of Failure
    Its decentralized nature ensures there is no single point of failure, which enhances resilience and fault-tolerance.

Possible disadvantages of Apache Cassandra

  • Complexity
    Managing and configuring Cassandra can be complex, requiring specialized knowledge and skills for optimal performance.
  • Eventual Consistency
    Cassandra follows an eventual consistency model, meaning that there might be a delay before all nodes have the latest data, which may not be suitable for all use cases.
  • Write-heavy Operations
    Although Cassandra handles writes efficiently, write-heavy workloads can lead to compaction issues and increased read latency.
  • Limited Query Capabilities
    Cassandra's query capabilities are relatively limited compared to traditional RDBMS, lacking support for complex joins and aggregations.
  • Maintenance Overhead
    Regular maintenance tasks such as node repair and compaction are necessary to ensure optimal performance, adding to the administrative overhead.
  • Tooling and Ecosystem
    While the ecosystem for Cassandra is growing, it is still not as extensive or mature as those for some other database technologies.

SendBird features and specs

  • Scalability
    SendBird supports enterprise-level scalability, enabling businesses to handle millions of users and messages with ease.
  • Feature-rich
    The platform offers a wide range of features including chat, voice, and video capabilities, as well as support for rich media, GIFs, and file sharing.
  • Customizability
    SendBird provides extensive APIs and SDKs that allow developers to customize and integrate the chat functionality seamlessly into their applications.
  • Robust moderation tools
    The service includes powerful moderation tools such as profanity filters, user banning, and admin message controls, which are essential for maintaining community standards.
  • Real-time messaging
    SendBird offers low-latency, real-time messaging that ensures a smooth and interactive user experience.
  • Cross-platform support
    SendBird is compatible with various platforms including iOS, Android, and web, which ensures a consistent user experience across devices.
  • Analytics and reporting
    The platform provides comprehensive analytics and reporting tools that help businesses gain insights into user behavior and engagement.

Possible disadvantages of SendBird

  • Cost
    SendBird can be quite expensive, especially for startups and small businesses, with pricing plans that may not be feasible for all budgets.
  • Complex setup
    The platform's extensive features and customization options can result in a steep learning curve and a complex setup process for new users.
  • API limitations
    Some users have reported limitations and restrictions in the API that can hinder more advanced customizations and integrations.
  • Customer support
    While SendBird offers customer support, some users have experienced slower response times and less satisfactory support resolutions.
  • Third-party dependencies
    The platform's performance may be affected by third-party dependencies and integrations, which can introduce unpredictability in service reliability.

Analysis of Apache Cassandra

Overall verdict

  • Apache Cassandra is an excellent choice if you require a database system that can efficiently manage large-scale data while ensuring high availability and reliability. It is particularly well-suited for use cases that demand a robust, distributed, and scalable database solution.

Why this product is good

  • Apache Cassandra is a highly scalable and distributed NoSQL database management system designed to handle large amounts of data across multiple commodity servers without a single point of failure. It offers robust support for replicating data across multiple data centers, thereby enhancing fault tolerance and availability. Its masterless architecture and linear scalability make it suitable for high throughput online transactional applications.

Recommended for

  • Applications that require high availability and fault tolerance
  • Systems with large volumes of write-heavy workloads
  • Organizations that need multi-data center replication
  • Businesses seeking a scalable solution for distributed databases
  • Use cases needing real-time data processing with low latency

Analysis of SendBird

Overall verdict

  • Yes, SendBird is considered a good option for those looking to implement reliable and feature-rich chat functionalities into their applications. Its user-friendly set-up, comprehensive features, and strong support make it a valuable tool for businesses of all sizes.

Why this product is good

  • SendBird is a widely recognized platform for integrating chat functionalities into apps and websites. It is praised for its scalability, robust features, ease of integration, and strong customer support. The platform supports various communication capabilities such as group chats, 1-on-1 messaging, and chat moderation tools, catering to different business needs across industries. Additionally, SendBird provides a comprehensive API and SDKs for smooth and efficient deployment, making it suitable for developers aiming for customizable chat solutions.

Recommended for

    SendBird is recommended for enterprises, startups, and developers looking to enhance user engagement on their platforms with real-time chat features. It is particularly beneficial for industries such as e-commerce, healthcare, social media, and any other vertical that requires efficient user communication solutions.

Apache Cassandra videos

Course Intro | DS101: Introduction to Apache Cassandraโ„ข

More videos:

  • Review - Introduction to Apache Cassandraโ„ข

SendBird videos

Sendbird Launches the Sendbird Calls API for In-app Voice and Video

More videos:

  • Review - The Beginning of SendBird and Entering Silicon Valley

Category Popularity

0-100% (relative to Apache Cassandra and SendBird)
Databases
100 100%
0% 0
Communication
0 0%
100% 100
NoSQL Databases
100 100%
0% 0
Chat SDK
0 0%
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Apache Cassandra and SendBird

Apache Cassandra Reviews

Database Management Systems (DBMS) Comparison: SQL Server, MySQL, PostgreSQL, MongoDB, Oracle
Determine the type of data that your application will be handling. The options from the relational database list, like PostgreSQL or MySQL, are your top pick with structured data, while NoSQL options (MongoDB or Cassandra) are best used for unstructured or semi-structured data.
Source: blog.devart.com
20 Best Database Management Software and Tools of 2026
Apache Cassandra is a distributed database system designed for managing large volumes of structured data across multiple servers.
Source: infomineo.com
16 Top Big Data Analytics Tools You Should Know About
Application Areas: If you want to work with SQL-like data types on a No-SQL database, Cassandra is a good choice. It is a popular pick in the IoT, fraud detection applications, recommendation engines, product catalogs and playlists, and messaging applications, providing fast real-time insights.
9 Best MongoDB alternatives in 2019
The Apache Cassandra is an ideal choice for you if you want scalability and high availability without affecting its performance. This MongoDB alternative tool offers support for replicating across multiple datacenters.
Source: www.guru99.com

SendBird Reviews

Best Whitelabel AI Virtual Assistants (Ranked & Reviewed)
AI ProvidersHighlightsCountriesG2 ReviewsRatings1. ApphitectSelf-hosted & white label solution and custom work-flowUAEG2 -5.5/5(โญโญโญโญโญ)2. CONTUS TECHBuild 100% custom AI virtual assistant in 48 hoursIndia & USAG2 -4.6/5 (โญโญโญโญโ˜†)3. SendbirdMonthly subscriptions & SaaS productsUSAG2 -4.6/5 (โญโญโญโญโ˜†)4. MirrorFlyComplete data control, 100% custom features & full source code...
5 Best CometChat Alternatives, Competitors & Pricing
Sendbirdโ€™s pricing typically offers a range of plans tailored to various needs, including a free tier with limited features and paid tiers with more advanced functionalities. In contrast, CometChatโ€™s pricing structure may vary, but it generally offers competitive pricing options, allowing businesses to choose based on their specific requirements and budget constraints.
Top 10 Agentic AI Companies In 2026 โ€“ Manually Reviewed
Sendbird, primarily an omnichannel communication solution platform, was founded in 2013.
15 Best Twilio Alternatives 2022
Therefore, the biggest Sendbirdโ€™s advantage is something Twilio canโ€™t do, and itโ€™s to make an app social which is why Sendbird might be the right alternative for you if you run an app.

Social recommendations and mentions

Based on our record, Apache Cassandra should be more popular than SendBird. It has been mentiond 45 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.

Apache Cassandra mentions (45)

  • Why Apache IoTDB Is Written in Java: A Decade of Engineering Trade-offs
    When IoTDB was initiated in 2011, almost all influential distributed systems and databases were built in Java or on the JVMโ€”such as Hadoop, HBase, Spark (Scala on JVM), Cassandra, Kafka, and Flink. To integrate deeply with the big data ecosystem, choosing Java was a natural decision. - Source: dev.to / 4 months ago
  • Why You Shouldnโ€™t Invest In Vector Databases?
    In fact, even in the absence of these commercial databases, users can effortlessly install PostgreSQL and leverage its built-in pgvector functionality for vector search. PostgreSQL stands as the benchmark in the realm of open-source databases, offering comprehensive support across various domains of database management. It excels in transaction processing (e.g., CockroachDB), online analytics (e.g., DuckDB),... - Source: dev.to / about 1 year ago
  • Data integrity in Ably Pub/Sub
    All messages are persisted durably for two minutes, but Pub/Sub channels can be configured to persist messages for longer periods of time using the persisted messages feature. Persisted messages are additionally written to Cassandra. Multiple copies of the message are stored in a quorum of globally-distributed Cassandra nodes. - Source: dev.to / over 1 year ago
  • Which Database is Perfect for You? A Comprehensive Guide to MySQL, PostgreSQL, NoSQL, and More
    Cassandra is a highly scalable, distributed NoSQL database designed to handle large amounts of data across many commodity servers without a single point of failure. - Source: dev.to / about 2 years ago
  • Consistent Hashing: An Overview and Implementation in Golang
    Distributed storage Distributed storage systems like Cassandra, DynamoDB, and Voldemort also use consistent hashing. In these systems, data is partitioned across many servers. Consistent hashing is used to map data to the servers that store the data. When new servers are added or removed, consistent hashing minimizes the amount of data that needs to be remapped to different servers. - Source: dev.to / about 2 years ago
View more

SendBird mentions (14)

  • Chat API pricing: Comparing MAU and per-minute consumption models
    The Monthly Active Users (MAU) model is one of the most widely used pricing models in the industry. Providers like CometChat, Sendbird, Twilio, and Stream charge based on the number of unique active users per month. - Source: dev.to / over 1 year ago
  • WebSocket vs. HTTP communication protocols
    Fortunately, you donโ€™t need to choose one over the other. The two communication protocols can, and often should, be used together, allowing each to do what it does best. If you need to implement real-time communication and streaming functionality in your applications, check out Sendbird. Sendbirdโ€™s APIs and client SDKs handle the technical heavy lifting for in-app chat, calls, and live streaming. Sendbirdโ€™s chat... - Source: dev.to / over 2 years ago
  • SwiftUI vs. UIKit: What is the best choice for building an iOS user interface in 2024?
    After you've analyzed the SwiftUI vs. UIkit comparison, consider adding customer communications to your app to enhance user engagement, retention, and CSAT. You can do this with Sendbird, an all-in-one communications API platform for web and mobile apps. Sendbird's highly abstracted APIs empower developers to build robust and scalable communication experiences (for chat, notifications, and in-app calls) across web... - Source: dev.to / over 2 years ago
  • 5 Best Instant Messaging APIs
    Sendbird Chat enables developers to implement chat and instant messaging by providing an SDK with ready-made chat UI components. They cover all the essential features you might expect, including voice and video, which makes it possible to deliver a comprehensive experience. - Source: dev.to / over 2 years ago
  • Custom vs. off-the-shelf React web notification systems: Which is better?
    Sendbird focuses on in-app messaging but also offers push notifications. It's designed to be highly customizable and can be a great fit if you want to offer your users a more interactive experience. - Source: dev.to / almost 3 years ago
View more

What are some alternatives?

When comparing Apache Cassandra and SendBird, you can also consider the following products

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

Twilio - Brings voice and messaging to your web and mobile applications.

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

Chat by Stream - Build and ship in app messaging in a few hours

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

GetStream.io - APIs for the development of scalable newsfeeds and chat applications.