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Life & fun · alternatives · 2026

24 alternatives to Perforator – cluster-wide profiling tool for large data centers

Hey HN! We are happy to share Perforator – our internal cluster-wide profiler with great support for native languages and a built-in AutoFDO pipeline to simplify sPGO builds. Perforator allows you to profile most binaries without having to recompile or adjust the build process. We use it at Yandex to profile each pod inside a large cluster at modest speed (99Hz), collecting petabytes of profiles every day. There's a blog post about it at https://medium.com/yandex/yandexs-high-performance-profiler-.... Inspired by Google-Wide Profiling, we started continuous profiling…

Perforator is a cluster-wide profiling tool developed by Yandex for large data centers that profiles native language binaries without requiring recompilation or build changes. It operates at modest overhead (99Hz… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes.

  1. 1

    Production code profiling made easy

    2021 · its alternatives →

  2. 2

    Open-source DORA metrics for software engineering teams

    2024 · github.com · its alternatives →

  3. 3
  4. 4
  5. 5

    Get labeled data at scale, quick!

    2020 · labellerr.com · its alternatives →

  6. 6

    The universal database tool

    2022 · dbvis.com · its alternatives →

  7. 7

    DEPRECATED StackImpact Python Profiler - Production-Grade Performance Profiler: CPU, memory allocations, blocking calls, exceptions, metrics, and more - stackimpact/stackimpact-python

    2017 · github.com · its alternatives →

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  9. 9

    Debugging tool for Kubernetes which tests and displays connectivity between nodes in the cluster. - bloomberg/goldpinger

    2018 · github.com · its alternatives →

  10. 10

    Contribute to alvins82/java-mini-profiler-core development by creating an account on GitHub.

    2013 · github.com · its alternatives →

  11. 11

    I am excited to announce the project I am working on: an advanced mobile app profiler for Android. Its primary purpose is to optimize app performance and make it faster. Additionally, it serves as an excellent debugging tool. The main distinction between existing tools, such as Perfetto and the Android Studio Profiler, is the ability to synchronize the trace with a video recording of your app. This allows you to see the app's UX alongside what's occurring within the app to identify what's causing slowdowns. Another key feature is the ability to click on any slice and view the cross-thread…

    2024 · crpath.app · its alternatives →

  12. 12
    Weave▲237

    Hey HN, We’re building Weave: an ML-powered tool to measure engineering output, that actually understands engineering output! Why? Here’s the thing: almost every eng leader already measures output - either openly or behind closed doors. But they rely on metrics like lines of code (correlation with effort: ~0.3), number of PRs, or story points (slightly better at ~0.35). These metrics are, frankly, terrible proxies for productivity. We’ve developed a custom model that analyzes code and its impact directly, with a far better 0.94 correlation. The result? A standardized engineering output…

    2025 · app.workweave.ai · its alternatives →

  13. 13

    Morning HN. I often found myself wondering "how much does this code segment take in terms of total runtime" and it's often quite annoying to figure out with optimizations enabled, especially when working on something new or testing someone else's implementation without the proper tooling set up. Wanted to have a single include lib that would allow us to write something like: ``` PROFILE("Loop 1") for (...) // some work ``` and have the next expression automatically record time & dump results to a table. Wrote a few macros to do exactly that a few months back, but they were…

    2025 · github.com · its alternatives →

  14. 14

    Check out our new project to add some insight into OOM kill events for Go programs. Source code: https://github.com/parca-dev/oomprof/ Description of how it was put together: https://www.polarsignals.com/blog/posts/2025/08/13/oomprof

    2021 · polarsignals.com · its alternatives →

  15. 15

    Tool for visualizing GitHub profiles

    2018 · profile-summary-for-github.com · its alternatives →

  16. 16

    [I'm the author] Spall is a web-accessible profiler that I made to help my web-dev friends load gigabyte+ JSON traces without lunch-break-long load times. Recently, Spall got experimental support for auto-tracing with binary traces (along with an in-progress native-port, to give it more memory headroom), which was used to help track down and fix some hard-to-spot lock contention issues in the Odin-language compiler. I demoed it at the Handmade Seattle conference in October, https://guide.handmade-seattle.com/c/2022/spall/, with a head-to-head against Perfetto,…

    2023 · gravitymoth.com · its alternatives →

  17. 17
    Perfole▲79

    Software performance tool

    2023 · its alternatives →

  18. 18

    A command-line benchmarking tool. Contribute to sharkdp/hyperfine development by creating an account on GitHub.

    2018 · github.com · its alternatives →

  19. 19

    Hey HN. We’re Jay and Vadim from Highlight.io (https://highlight.io). We’re building an open source [1] monitoring platform for web applications. Today we’re excited to be sharing a performance tool we’ve been working on, which helps you inspect the latency of code execution from the client to the server. As engineers at past startups, we often had to debug slow queries, poor load times, inconsistent errors, etc... While tools like Jaegar [2] helped us inspect server-side performance, we had no way to tie user events to the traces we were inspecting. In other words, although we had…

    2024 · github.com · its alternatives →

  20. 20

    Analyze performance of sites that use JavaScript frameworks

    2020 · perf-track.web.app · its alternatives →

  21. 21
    PerfOps▲93

    Smart global traffic, load-balancing and analytics

    2019 · perfops.net · its alternatives →

  22. 22LB

    Hey HN, Spark event logs run into 100s of MBs and offer a wealth of insight into your workloads but making sense of them has always been quite a bit prohibitive. We’ve recently built a lightweight tool that automatically parses Spark event logs and surfaces targeted insights to help you optimize your data jobs. Whether you’re chasing down a bottleneck or balancing performance vs. cost, the profiler got you covered with real-time configuration recommendations, data skew analysis, and more. Curious how it works in action? Check out this quick Loom video for a walk-through:…

    2025 · datasre.ai · its alternatives →

  23. 23BP
  24. 24

    Get Fascinating Insights on People from their X/Reddit Feed

    2023 · profiler.ybouane.com · its alternatives →

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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →