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Eclipse Memory Analyzer VS stackprof

Compare Eclipse Memory Analyzer VS stackprof and see what are their differences

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Contents:
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  2. » Reviews
  3. » Alternatives

Eclipse Memory Analyzer logo Eclipse Memory Analyzer

The Eclipse Foundation - home to a global community, the Eclipse IDE, Jakarta EE and over 350 open source projects, including runtimes, tools and frameworks.

stackprof logo stackprof

stackprof is a a sampling call-stack profiler for ruby 2.1+
  • Eclipse Memory Analyzer Landing page
    Landing page //
    2022-06-15
  • stackprof Landing page
    Landing page //
    2023-10-22

Eclipse Memory Analyzer features and specs

  • Efficient Memory Leak Detection
    Eclipse Memory Analyzer is highly effective at detecting memory leaks and helping developers understand why a Java application is consuming excessive memory.
  • Comprehensive Heap Analysis
    It provides detailed insights into memory consumption, object retention, and references within heap dumps, which can help in optimizing application performance.
  • Standalone and Integrative
    Eclipse MAT can be used as a standalone tool or integrated into Eclipse IDE, providing flexibility based on user preference.
  • Automated Reports
    The tool can automatically generate reports that highlight potential memory issues, making it easier for developers to diagnose problems without deep manual inspection.
  • Open Source
    Being an open-source tool, it is freely available and benefits from community support, which can be advantageous for customization and troubleshooting.

Possible disadvantages of Eclipse Memory Analyzer

  • Steep Learning Curve
    The tool can be complex for new users to learn, as it requires understanding of Java memory management and heap dump analysis.
  • Performance Overheads
    Analyzing large heap dumps can be resource-intensive and time-consuming, potentially requiring significant computational power and memory.
  • Java-Specific
    The tool is designed specifically for Java applications, limiting its usability for developers working in other programming environments or languages.
  • GUI Limitations
    Some users find the graphical user interface to be less intuitive compared to other modern development tools, which can impact productivity.
  • Sparse Official Documentation
    While community support exists, the official documentation can be sparse and insufficient for solving complex issues or fully utilizing advanced features.

stackprof features and specs

No features have been listed yet.

Analysis of stackprof

Overall verdict

  • StackProf is a well-regarded, sampling-based profiler for Ruby that provides low-overhead, actionable insights into CPU, wall-clock, object allocation, and memory usage, making it a reliable choice for performance analysis in production and development.

Why this product is good

  • Low-overhead sampling profiler that is safe to run in many scenarios, including production, without significantly impacting performance
  • Supports multiple profiling modes including CPU time, wall-clock time, and object allocation, giving flexibility for different diagnostic needs
  • Produces detailed reports with call graphs and flamegraph output that make it easy to identify hotspots and bottlenecks
  • Well-maintained, widely adopted in the Ruby community, and integrates cleanly with tools like rack-mini-profiler and speedscope
  • Simple API that lets you profile specific code blocks or entire applications with minimal setup

Recommended for

  • Ruby developers needing to diagnose CPU or performance bottlenecks in their applications
  • Teams optimizing Rails applications for latency and throughput
  • Engineers profiling memory allocation and garbage collection pressure
  • Developers who want to generate flamegraphs for visual performance analysis
  • Anyone needing a lightweight profiler suitable for production sampling

Category Popularity

0-100% (relative to Eclipse Memory Analyzer and stackprof)

Eclipse Memory Analyzer

stackprof

Software Development
51 51%
Software Development
49% 49
IDE
66 66%
IDE
34% 34
Resource Profiling And Monitoring
51 51%
Resource Profiling And Monitoring
49% 49
Memory Monitoring
50 50%
Memory Monitoring
50% 50

User comments

Share your experience with using Eclipse Memory Analyzer and stackprof. For example, how are they different and which one is better?
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Social recommendations and mentions

Based on our record, stackprof should be more popular than Eclipse Memory Analyzer. It has been mentiond 3 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.

Eclipse Memory Analyzer mentions (2)

  • Avoiding "Out of Memory" Errors: Strategies for Efficient Heap Dump Analysis
    Firstly, if the heap runs out of memory, we need to use a heap dump analyzer such as HeapHero or Eclipse MAT to examine the heap and discover the cause of the problem. Only then can we figure out how to solve the real problem and prevent it from recurring. - Source: dev.to / 9 months ago
  • Graph Data Fits in Memory
    Https://eclipse.dev/mat/ can handle very large graphs of objects using a similar approach. It also does implement some kind of paging, such that you do not have to load the complete graph into memory when running some of the graph algorithms. - Source: Hacker News / over 2 years ago

stackprof mentions (3)

  • A Trick For Reading Flamegraphs
    Stackprof can be used alone/by itself to generate flamegraphs for arbitrary Ruby code. - Source: dev.to / almost 4 years ago
  • Why do my requests take so much time to complete when View and ActiveRecord are finishing fast?
    I’d use something like stackprof ( https://github.com/tmm1/stackprof ) to see where the time is going. If you already have suspicions you can use it to get information about a specific method / few lines of Ruby but there’s also a rack middleware. Source: about 4 years ago
  • Optimizing your tests in 5 steps
    Other profilers, such as stackprof, trace everything that’s happening by line. These types of profilers usually need some instrumentation to be configured, as shown below:. - Source: dev.to / over 4 years ago

What are some alternatives?

When comparing Eclipse Memory Analyzer and stackprof, you can also consider the following products

VisualVM - VisualVM is a visual tool integrating several commandline JDK tools and lightweight profiling...

dotMemory - dotMemory allows users to analyze memory usage in a variety of .NET and .NET Core applications.

JConsole - Provides information about performance and resource consumption for Java applications.

Robot Console - Robot Console is a Message and Event Monitoring Software for IBM i thathas automatic message management, resource monitoring, and log monitoring.

YourKit Java Profiler - Java profiler

Valgrind - Valgrind is an instrumentation framework for building dynamic analysis tools.

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