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The Best Profiling Software in 2026

We researched profiling software using official websites, including pricing pages, plan tables and product documentation. Products are ranked on their core profiling capabilities, value for money and verified features for analyzing CPU, memory, execution time and thread activity.

Our top picks

  1. Top ranked

    9.4/10

    A free profiler covering CPU, memory, threading, GPU/NPU, I/O, MPI, and OpenMP.

    Free plan

  2. Runner-up

    AMD uProf#2 of 28
    9.2/10

    A free AMD-focused profiler with broad CPU, system, threading, power, GPU, and tracing analysis.

  3. Top-ranked free plan

    Pyroscope#3 of 28
    9.1/10

    A flexible profiler for teams that need continuous CPU and memory visibility at scale.

    Free plan

Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.

The full ranking 28 tools, best first

28 tools
  1. Best forFree, broad systems and application profiling

    A free profiler covering CPU, memory, threading, GPU/NPU, I/O, MPI, and OpenMP.

    • Thread profiling
    • Memory profiling
    9.4/10★★★★★
    Visit Intel VTune
  2. AMD uProf

    Best forFree AMD and cross-compiler systems profiling

    A free AMD-focused profiler with broad CPU, system, threading, power, GPU, and tracing analysis.

    • Thread profiling
    • Memory profiling
    9.2/10★★★★★
    Visit AMD uProf
  3. Pyroscope

    Best forTeams needing scalable continuous profiling

    A flexible profiler for teams that need continuous CPU and memory visibility at scale.

    • Thread profiling
    • Memory profiling
    9.1/10★★★★★
    Visit Pyroscope
  4. Best forFree continuous cloud profiling

    A free cloud profiler for continuous CPU, memory, thread, and wall-time analysis.

    • Thread profiling
    • Memory profiling
    9.0/10★★★★☆
    Visit Google Cloud
  5. JProfiler

    Best forDeep Java and Kotlin application profiling

    A broad Java and Kotlin profiler for deep JVM performance investigations.

    • Thread profiling
    • Memory profiling
    8.9/10★★★★☆
    Visit JProfiler
  6. Valgrind

    Best forFree native-code memory and error profiling

    A broad, free toolkit for native-code memory, CPU, cache, and thread analysis.

    • Memory profiling
    8.8/10★★★★☆
    Visit Valgrind
  7. Best forAWS production profiling

    A production-focused profiler for AWS workloads, with usage-based pricing and deep runtime analysis.

    • Thread profiling
    • Memory profiling
    8.6/10★★★★☆
    Visit site
  8. Best forProfessional .NET CPU and execution profiling

    A comprehensive .NET profiler for CPU, memory, threads, remote apps, CI, and more.

    • Thread profiling
    • Memory profiling
    8.5/10★★★★☆
    Visit JetBrains
  9. VisualVM

    Best forFree Java desktop and remote profiling

    A free, open-source Java profiler with broad dump and offline analysis support.

    • Thread profiling
    • Memory profiling
    8.4/10★★★★☆
    Visit VisualVM
  10. Best forFree, deep Java and native profiling

    A deep, self-hosted profiler for Java and native workloads, with narrower platform coverage.

    • Thread profiling
    • Memory profiling
    8.3/10★★★★☆
    Visit async-profiler
  11. Scalene

    Best forAdvanced Python performance analysis

    A broad Python profiler for finding CPU, memory, GPU, copy, and async bottlenecks.

    • Thread profiling
    • Memory profiling
    Open source Our Scalene verdict → Visit Scalene
    8.0/10★★★★☆
    Visit Scalene
  12. Go pprof

    Best forFree built-in Go profiling

    A free, focused profiler for diagnosing performance and concurrency issues in Go.

    • Thread profiling
    • Memory profiling
    7.9/10★★★★☆
    Explore Go pprof
  13. Best forWindows .NET and SQL performance profiling

    A focused Windows profiler with strong .NET diagnostics, but no memory profiling or cross-platform support.

    7.9/10★★★★☆
    Visit Redgate
  14. Best forLinux users visualizing Callgrind and Cachegrind data

    Open-source Linux viewer for detailed Valgrind profile analysis.

    7.9/10★★★★☆
    Visit KDE
  15. GNU gprof

    Best forBasic free C and C++ call-graph profiling

    A free, focused choice for function timing and call-graph analysis in C and C++.

    7.9/10★★★★☆
    Visit GNU gprof
  16. Best for.NET memory leak and allocation investigation

    A focused .NET memory profiler for finding leaks, allocation issues, and memory pressure.

    • Memory profiling
    7.9/10★★★★☆
    Visit JetBrains
  17. Javadoc

    Best forJava API documentation

    A focused, free JDK tool for searchable Java API documentation—not runtime profiling.

    7.9/10★★★★☆
    Visit Oracle
  18. Parca

    Best forSelf-hosted continuous multi-language profiling

    A self-hosted profiler for continuous CPU and memory analysis across Linux infrastructure.

    • Memory profiling
    Open source Our Parca verdict → Visit Parca
    7.9/10★★★★☆
    Visit Parca
  19. Best forPHP teams needing profiling plus performance testing

    A deep profiler for PHP teams that need testing and CI/CD controls.

    • Memory profiling
    7.9/10★★★★☆
    Visit Blackfire
  20. py-spy

    Best forLow-overhead Python CPU profiling

    A focused, open-source CPU profiler for inspecting live Python processes with minimal overhead.

    • Thread profiling
    Open source Our py-spy verdict → Visit py-spy
    7.9/10★★★★☆
    Visit py-spy
  21. PerfView

    Best forFree Windows and .NET diagnostics

    A free, open-source choice for detailed Windows and .NET diagnostics.

    • Thread profiling
    • Memory profiling
    7.8/10★★★★☆
    Visit PerfView
  22. Best forTeams needing deep Java profiling with support

    A deep Java profiler with broad diagnostics, remote access, and commercial licensing.

    • Thread profiling
    • Memory profiling
    7.6/10★★★★☆
    Visit YourKit
  23. Best forAffordable commercial .NET profiling

    A broad .NET profiler with affordable fixed-seat pricing and desktop tooling.

    • Thread profiling
    • Memory profiling
    7.5/10★★★★☆
    Visit YourKit
  24. Best forFree Node.js CPU and V8 profiling

    A free, built-in CPU profiler for investigating Node.js performance bottlenecks.

    7.0/10★★★★☆
    Visit Node.js
  25. AQtime

    Best forWindows teams profiling native and .NET applications

    A Windows desktop profiler for performance, memory, coverage, and code analysis.

    • Thread profiling
    • Memory profiling
    6.9/10★★★☆☆
    Visit SmartBear
  26. Best forManaged production profiling with AI workflows

    Managed production profiling with broad runtime coverage, queries, regressions, and AI workflows.

    • Thread profiling
    • Memory profiling
    6.8/10★★★☆☆
    Visit Polar Signals
  27. Best forDedicated .NET memory profiling

    A focused .NET memory profiler with deep diagnostics and a one-time license.

    • Memory profiling
    6.8/10★★★☆☆
    Visit site
  28. Best forApplication observability with profiling context

    A cloud observability service that brings profiles into a broader application telemetry view.

    6.5/10★★★☆☆
    Visit Grafana Cloud

No tools match those filters.

Compare at a glance

#ToolFree planPaid fromProfiling modesSupported languagesCPU profilingMemory profilingScore
1Intel VTune ProfilerYesFreeBothC, C++, C#, Fortran, Java, OpenCL, Python, Go, SYCL, .NET, AssemblyYesYes9.4
2AMD uProfFreeBothC, C++, Fortran, Assembly, Java, Python, .NETYesYes9.2
3PyroscopeYes$19/moBothC/C++, Go, Rust, Zig, Java, .NET, Python, Ruby, PHP, Node.js, PerlYesYes9.1
4Google Cloud ProfilerYesFreeSamplingGo, Java, Node.js, PythonYesYes9.0
5JProfilerNoBothJava, KotlinYesYes8.9
6ValgrindFreeInstrumentationC, C++, Rust, assemblyYesYes8.8
7Amazon CodeGuru ProfilerNo$0.005/unit/moSamplingJava/JVM languages; Python 3.6 or laterYesYes8.6
8JetBrains dotTraceNoBothYesYes8.5
9VisualVMYesFreeBothJava, JavaScript, Python, Ruby, RYesYes8.4
10async-profilerYesFreeBothJava, C, C++YesYes8.3
11ScaleneFreeSamplingPythonYesYes8.0
12Go pprofYesFreeSamplingGoYesYes7.9
13Redgate ANTS Performance ProfilerNo$396/user/yrBothC#, VB.NET, F#, Managed C++, and other .NET languagesYesNo7.9
14KCachegrindYesFreeInstrumentationYes7.9
15GNU gprofFreeBothC, C++Yes7.9
16JetBrains dotMemoryNoSamplingC#, VB.NETNoYes7.9
17JavadocYesFree7.9
18ParcaFreeSamplingC, C++, Go, Rust, .NET, Deno, Erlang, Java, Julia, Node.js, Wasmtime, PHP, Ruby, PythonYesYes7.9
19Blackfire ProfilerNo€33.25/moInstrumentationPHP, PythonYesYes7.9
20py-spyFreeSamplingPython; C; C++; CythonYes7.9
21PerfViewYesFreeSamplingC/C++, .NET, JScriptYesYes7.8
22YourKit Java ProfilerNo$449/seat/yrBothJavaYesYes7.6
23YourKit .NET ProfilerNo$99/yrBothYesYes7.5
24Node.js --profYesFreeSamplingJavaScript, C++Yes7.0
25AQtimeNoBothNative/unmanaged code, .NET, Java, VBScript, JScriptYesYes6.9
26Polar Signals CloudNo$50/unit/moSamplingC, C++, Rust, Go, Python, Ruby, Java, Node.js, C#, Erlang, JuliaYesYes6.8
27.NET Memory ProfilerNo$189/user one-timeC#, VB.NET, and other .NET languagesYes6.8
28Grafana Cloud Application ObservabilityYes$0.03/unit usage-based6.5

Head-to-head All 28 comparisons →

Explore other topics All topics →

How we rank profiling software

Every tool on this page was researched by iTechGuides Editors from its official website — pricing pages, plan tables and product documentation. We rank on how well each one does this category's core job, what the free or entry plan includes, and where it falls short. Where we have enough verified facts, the score out of 10 is a rubric — job fit, value and how much we could verify — shown with its breakdown on every tool's page; a tool we have not verified enough to score yet shows its rank without a number. Scores are re-checked when a product changes its plans. Read the full editorial policy, or submit a tool we missed.

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update