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Heap VS Apache Ignite

Compare Heap VS Apache Ignite and see what are their differences

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  3. » Reviews
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Heap logo Heap

Analytics for web and iOS. Heap automatically captures every user action in your app and lets you measure it all. Clicks, taps, swipes, form submissions, page views, and more.

Apache Ignite logo Apache Ignite

high-performance, integrated and distributed in-memory platform for computing and transacting on...
  • Heap Landing page
    Landing page //
    2023-10-05
  • Apache Ignite Landing page
    Landing page //
    2023-07-08

Heap

Website
heap.io
Pricing URL
Official Heap Pricing
$ Details
-
Release Date
2013 January
Startup details
Country
United States
State
California
City
San Francisco
Founder(s)
Matin Movassate
Employees
100 - 249
Edit details

Apache Ignite

Website
ignite.apache.org
Pricing URL
-
$ Details
Release Date
-
Edit details

Heap features and specs

  • Automatic Event Tracking
    Heap captures all user interactions automatically without requiring manual event setup, making it easier to get started and ensuring comprehensive data collection.
  • User-friendly Interface
    Heap provides a clean and intuitive interface, which allows non-technical users to easily create and analyze custom reports and dashboards.
  • Retroactive Analysis
    With Heap, users can define events at any time and view historical data, enabling analysis of past behaviors without prior configuration.
  • Comprehensive Data
    Heap collects a wide array of data points including clicks, form submissions, page views, and more, offering a holistic view of user interactions.
  • Integrations
    Heap offers robust integration capabilities with other analytics platforms, CRM systems, and data warehouses, facilitating seamless data flow between tools.

Possible disadvantages of Heap

  • Cost
    Heap can be expensive for smaller businesses or startups, particularly as the volume of tracked events and the number of users increases.
  • Learning Curve
    Despite its user-friendly interface, some users report a steep learning curve when it comes to leveraging Heap's more advanced features and capabilities.
  • Limited Customization
    While Heap provides a lot of data out-of-the-box, some users may find the customization options for tracking and reporting somewhat limited compared to other tools that offer more flexibility.
  • Data Redundancy
    The automatic tracking feature, while comprehensive, can sometimes lead to data redundancy or capturing irrelevant events, which may require additional data cleaning.
  • Reporting Complexity
    Some users have expressed that creating complex reports and funnels can be challenging and may require a deeper understanding of the platform's capabilities.

Apache Ignite features and specs

  • In-Memory Data Grid
    Apache Ignite provides a robust in-memory data grid that can drastically improve data access speeds by storing data in memory across distributed nodes.
  • Scalability
    The system is designed to scale horizontally, allowing users to add more nodes to handle increased loads, thereby ensuring high availability and performance.
  • Distributed Compute Capabilities
    Ignite supports parallel execution of tasks across cluster nodes, which is beneficial for complex computations and real-time processing.
  • Persistence
    Although primarily in-memory, Ignite offers a durable and transactional Persistence layer that ensures data can be persisted on disk, providing a hybrid in-memory and persistent storage solution.
  • SQL Queries
    Ignite offers support for ANSI-99 SQL, which allows users to execute complex SQL queries across distributed datasets easily.
  • Integration
    It integrates well with existing Hadoop and Spark setups, allowing users to enhance their existing data pipelines with Ignite’s capabilities.
  • Fault Tolerance
    Apache Ignite includes built-in mechanisms for recovery and ensures that data copies are maintained across nodes for resilience against node failures.

Possible disadvantages of Apache Ignite

  • Complexity
    Apache Ignite can be complex to set up and manage, especially when configuring a large, distributed system with multiple nodes.
  • Resource Intensive
    Running an in-memory data grid like Ignite requires significant memory resources, which can increase operational costs.
  • Learning Curve
    Due to its comprehensive features and distributed nature, there is a steep learning curve associated with effectively utilizing Ignite.
  • Configuration Overhead
    There is substantial configuration overhead involved to optimize performance and ensure proper cluster management.
  • Community Support
    Although it has active development, the community support might not be as robust compared to other more mature solutions, possibly leading to challenges in finding solutions to niche issues.
  • YARN Dependence
    For those looking to integrate with Hadoop, Ignite's optimal performance is sometimes reliant on Hadoop YARN, which can introduce additional complexity.

Heap videos

+ Add

Septimus Heap Series by Angie Sage || Spoiler Review

More videos:

  • Review - Fargo Season 1 Episode 8 "The Heap" Review
  • Review - Data Structures: Heaps

Apache Ignite videos

+ Add

Best Practices for a Microservices Architecture on Apache Ignite

More videos:

  • Review - Apache Ignite + GridGain powering up banks and financial institutions with distributed systems

Category Popularity

0-100% (relative to Heap and Apache Ignite)

Heap

Apache Ignite

Analytics
100 100%
Analytics
0% 0
Databases
0 0%
Databases
100% 100
Web Analytics
100 100%
Web Analytics
0% 0
NoSQL Databases
0 0%
NoSQL Databases
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 Heap and Apache Ignite

Heap Reviews

10 Best Mixpanel Alternatives for Product Analytics in 2024
Heap is a web and mobile data analytics platform that captures every user interaction via secure session recording. Use it to get insights into customer behavior and to streamline your digital experiences. ⏩
Source: clickup.com
7 best Mixpanel alternatives to understand your users
On the other hand, Mixpanel requires you to manually define the events you want to track from the start. While this might take some extra time, it provides more detailed reports right off the bat, which makes the analysis straightforward. The choice between Heap and Mixpanel depends on whether you prioritize comprehensive data capturing (Heap) or a more detailed analysis...
Source: www.hotjar.com
Best Mixpanel Alternatives for SaaS
Heap is a robust product analytics platform that provides users with a plethora of in-depth insights into customer behavior and needs. With Heap, you can track user interactions in real time across all touch points within your product. Insights from Heap help you dig deeper into the paths users take when navigating your product and identify precise points of friction. Plus,...
Source: userpilot.com
Top 5 Plausible Analytics Alternatives in 2024
Additionally, Heap suggests reports for your review. You can define events, create segments, and utilize the event visualizer to delve into detailed user data.
Source: www.putler.com
Top 9 Plausible Analytics alternatives in 2024
Heap’s automatic event tracking and retroactive analytics offer a hassle-free approach, simplifying complex data analysis. Its user-friendly interface and intuitive tools enable effortless data exploration, offering detailed insights into user journeys without the need for manual tracking. Although it provides detailed user data, some users might find limitations in customer...
Source: usermaven.com

Apache Ignite Reviews

We have no reviews of Apache Ignite yet.
Be the first one to post

Social recommendations and mentions

Based on our record, Heap should be more popular than Apache Ignite. It has been mentiond 11 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.

Heap mentions (11)

  • free-for.dev
    Heap.io — Automatically captures every user action in iOS or web apps. Free for up to 5,000 visits/month. - Source: dev.to / over 2 years ago
  • Question about testID in prod vs dev builds
    Check out Heap for React Native - https://heap.io. Source: over 2 years ago
  • All 2200+ companies in my db have a dedicated page now.
    How heavily does the site depend on heap.io for its core functionality? Like, say Heap went under completely out of the blue (god forbid) and you had to switch to Google analytics, how much tech debt are you in? Source: almost 3 years ago
  • Thousands of Popular Websites See What You Type–Before You Hit Submit
    Aren't services like Heap effectively worse versions of this? On their landing page they outright list this as their value prop: > Heap collects all the data on your customers - automatically. What they click. Where they go. What they do, even when you’re not looking. All without the need for engineers. [1]: https://heap.io/. - Source: Hacker News / about 3 years ago
  • We (Still) Believe in Private Offices (2015)
    Author here, surprising to see this blog post of mine trending, but it has held up pretty well! Happy to answer any questions about my time at Stack Overflow. I've since moved on to Heap (https://heap.io/) and we are hiring. We're virtual first so we don't have private offices, but we have the same values about treating developers well and giving them the space they need to do deep work. We're hiring for basically... - Source: Hacker News / over 3 years ago
View more

Apache Ignite mentions (3)

  • API Caching: Techniques for Better Performance
    Apache Ignite — Free and open-source, Apache Ignite is a horizontally scalable key-value cache store system with a robust multi-model database that powers APIs to compute distributed data. Ignite provides a security system that can authenticate users' credentials on the server. It can also be used for system workload acceleration, real-time data processing, analytics, and as a graph-centric programming model. - Source: dev.to / 7 months ago
  • Ask HN: P2P Databases?
    Ignite works as you describe: https://ignite.apache.org/ I wouldn't really recommend this approach, I would think more in terms of subscriptions and topics and less of a 'database'. - Source: Hacker News / about 3 years ago
  • .NET and Apache Ignite: Testing Cache and SQL API features — Part I
    Last days, I started using Apache Ignite as a cache strategy for some applications. Apache Ignite is an open-source In-Memory Data Grid, distributed database, caching, and high-performance computing platform. Source: over 3 years ago

What are some alternatives?

When comparing Heap and Apache Ignite, you can also consider the following products

Google Analytics - Improve your website to increase conversions, improve the user experience, and make more money using Google Analytics. Measure, understand and quantify engagement on your site with customized and in-depth reports.

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

Adobe Analytics - Adobe Analytics is an industry-leading solution that empowers you to understand your customers as people and steer your business with customer intelligence.

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

Mixpanel - Mixpanel is the most advanced analytics platform in the world for mobile & web.

memcached - High-performance, distributed memory object caching system

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