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This is a list of performance analysis tools for use in software development.

General purpose, language independent

The following tools work based on log files that can be generated from various systems.

Multiple languages

The following tools work for multiple languages or binaries.

Name/manufacturer OS Compiler/language What it does License
AppDynamics by Cisco Linux, Windows, iOS, Android, Azure, AWS, AIX .NET, Java, PHP, HTML5, ObjectiveC/iOS, Java/Android, C/C++, Apache, Nginx, Cassandra, DataBases See Application Performance Management. Proprietary
Applications Manager by ManageEngine Linux, Windows Java, PHP, Ruby, .NET, .NET Core, Node.js. See Application Performance Management. Proprietary
AQtime by SmartBear Software Windows .NET 1.0 to 4.0 applications (including ASP.NET applications), Silverlight 4.0 applications, Windows 32- and 64-bit applications including C, C++, Delphi for Win32 and VBScript and JScript functions Performance profiler and memory/resource debugging toolset. Proprietary
Arm MAP Linux C, C++, Fortran/Fortran90 and Python applications. Performance profiler. Shows I/O, communication, floating point operation usage and memory access costs.

Supports multi-threaded and multi-process applications - such as those with MPI or OpenMP parallelism and scales to very high node counts.

Proprietary
CodeAnalyst by AMD Linux, Windows C, C++, Objective C .NET, Java (works at the executable level) AMD uProf supersedes CodeAnalyst and CodeXL for CPU and Power profiling on AMD processors.

GUI based code profiler; does only basic timer-based profiling on Intel processors. Based on OProfile.

Free/open source (GPL) or proprietary
AMD CodeXL by AMD Linux, Windows For GPU profiling and debugging: OpenCL. A tool suite for GPU profiling, GPU debugger and a static kernel analyzer. Free/open source (MIT)
AMD uProf by AMD Linux, Windows C, C++, .NET, Java, Fortran Code profiler, does sampling based profiling on AMD processors. Proprietary
DevPartner by Borland / Micro Focus .NET, Java Test suite that automatically detects and diagnoses software defects and performance problems. Proprietary
DTrace by Sun Microsystems Solaris, Linux, BSD, macOS Comprehensive dynamic tracing framework for troubleshooting kernel and application problems on production systems in real time. Free/open source (CDDL)
dynamoRIO by RIO Linux, Windows Dynamic binary instrumentation framework for the development of dynamic program analysis tools. Free/open source - BSD
Dynatrace Linux, Windows, iOS, Android, Azure, AWS, AIX, Solaris, HP/UX, zOS, zLinux .NET, Java, PHP, HTML5, Ajax (for web sites), Objective-C/iOS, Java/Android, C/C++, CICS, Apache, Nginx, Cassandra, Hadoop, MongoDB, HBase See Application Performance Management. Proprietary
Extrae Linux, Android Primarily C/C++/Fortran, but can profile any application linking against supported parallel libraries (e.g. MPI4PY) HPC performance analysis tool with viewer and supporting utilities. Primarily designed for parallel applications with support for MPI, OpenMP, CUDA, OpenCL, pthreads, and OmpSs. Additional features include user function tracing and hardware event capture via PAPI. Free/open source - LGPL-2.1
FusionReactor Linux, Windows, macOS, AWS, Azure, Google Cloud Java, ColdFusion, Apache, MongoDB Works with any Language supported by the JVM Performs Application Performance Management and Performance and Root Cause Analysis. Combines APM and Low Level Developer Style Tooling; also includes a debugger and Java, memory, thread, and CPU profilers. Proprietary
GlowCode Windows 64-bit and 32-bit applications, C, C++, .NET, and dlls generated by any language compiler. Performance and memory profiler that identifies time-intensive functions and detects memory leaks and errors. Proprietary
gprof Linux/Unix Any language supported by gcc Several tools with combined sampling and call-graph profiling. A set of visualization tools, VCG tools, uses the Call Graph Drawing Interface (CGDI) to interface with gprof. Another visualization tool that interfaces with gprof is KProf. Free/open source - BSD version is part of 4.2BSD and GNU version is part of GNU Binutils (by GNU Project)
HWPMC FreeBSD 6.0+ System-level and process-level counting and sampling hardware performance monitoring framework supporting multiple architectures. BSD
Instana Linux, Windows, iOS, Android, Azure, AWS, AIX, Solaris, HP/UX, zOS, zLinux .NET, .Net core, Java, PHP, Ruby, Python, Crystal, Scala, Kotlin, Clojure, Haskell, Node.js, Web Browser, Apache, Nginx, Cassandra, Hadoop, MongoDB, Elasticsearch, Kafka See Application Performance Management. Proprietary
Instruments with Xcode macOS C, C++, Objective-C/C++, Swift, Cocoa apps. Instruments shows a time line displaying any event occurring in the application, such as CPU activity variation, memory allocation, and network and file activity, together with graphs and statistics.

Group of events are monitored by selecting specific instruments from: File Activity, Memory Allocations, Time Profiler, GPU activity etc. For system wide impact of the executable: System Trace, System usage, Network Usage, Energy log etc. are useful.

Free. Proprietary. Bundled with Xcode, which is also free.
Intel Advisor Linux and Windows. Viewer only on macOS. C, C++, Data Parallel C++ and Fortran A collection of design and analysis tools - vectorization (SIMD) optimization, thread prototyping, automated roofline analysis, offload modeling and flow graph analysis Freeware and Proprietary. Available as part of Intel oneAPI Base Toolkit.
Linux Trace Toolkit (LTT) Linux Requires patched kernel Collects data on processes blocking, context switches, and execution time. This helps identify performance problems over multiple processes or threads. Superseded by LTTng. GPL
LTTng (Linux Trace Toolkit Next Generation) Linux System software package for correlated tracing of kernel, applications and libraries. GPL/LGPL/MIT
OProfile Linux Profiles everything running on the Linux system, including hard-to-profile programs such as interrupt handlers and the kernel itself. Sampling profiler for Linux that counts cache misses, stalls, memory fetches, etc. Open Source GPLv2
Oracle Solaris Studio Performance Analyzer Linux, Solaris C, C++, Fortran, Java; MPI Performance and memory profiler. Proprietary freeware
perf tools Linux kernel 2.6.31+ Sampling profiler with support of hardware events on several architectures. GPL
Performance Application Programming Interface (PAPI) Various Library for hardware performance counters on modern microprocessors.
Pin by Intel Linux, Windows, macOS, Android Dynamic binary instrumentation system that allows users to create custom program analysis tools. Proprietary but free for non-commercial use
Rational PurifyPlus AIX, Linux, Solaris, Windows Performance profiling tool, memory debugger and code coverage tool. Proprietary
Scalasca Linux C/C++, Fortran Parallel trace analyser. Free/open source (BSD license)
Shark by Apple macOS (discontinued with 10.7) Performance analyzer. Proprietary freeware
Superluminal Windows, Xbox One, PlayStation C++, Rust, .NET Performance profiler (sampled or instrumented) and analyzer, focused on game development. Proprietary
Systemtap Linux Programmable system tracing/probing tool; may be scripted to generate time- or performance-counter- or function-based profiles of the kernel and/or its userspace. Open source
Valgrind Linux, macOS, Solaris, Android Any, including assembler System for debugging and profiling; supports tools to either detect memory management and threading bugs, or profile performance (cachegrind and callgrind). KCacheGrind, valkyrie and alleyoop are front-ends for valgrind. Free/open source (GPL)
VTune Profiler by Intel Corporation

(formerly VTune Amplifier)

Linux, Windows, viewer only for macOS C, C++, C#, Data Parallel C++ (DPC++), Fortran, .NET, Java, Python, Go, ASM Assembly A collection of profiling analyses implemented with sampling, instrumentation and processor trace technologies.  Includes Hotspot, Threading, HPC, I/O, FPGA, GPU, System, Throttling and Microarchitecture analyses. Freeware and Proprietary. Also available as a part of Intel oneAPI base toolkit.
Windows Performance Analysis Toolkit by Microsoft Windows, Linux, Android System-wide primary Windows performance analysis tool including CPU Sampling, CPU Scheduling, Disk and everything. Can open Linux LTTng and Perf Cpu Sampling traces; as well as Android Perfetto traces via plugins Proprietary freeware with Linux / Android Open Source plugins
RotateRight Zoom Linux, macOS, Viewer Only for Windows Supports most compiled languages on ARM and x86 processors. Graphical and command-line statistical (event-based) profiler.
VisualSim Linux, macOS, Microsoft Windows Supports C/C++/SystemC Graphical modeling and Simulation platform to select, analyze and validate architecture of complex electronics systems for performance, power and reliability. Proprietary

C and C++

Java

JavaScript

.NET

PHP

See also

References

  1. ^ "CodeXL". Archived from the original on 19 September 2013. Retrieved 26 September 2013.
  2. ^ "Performance - Firefox Developer Tools | MDN". MDN Web Docs. Retrieved 27 October 2021.