This page's audience real numbers from our own analytics — open to see them

Period

–Visitors

–Page views

–Clicks to vendors

–Time on page

–Reading now

Clicks to vendors, by tool

Top countries

Devices

– · counted by iTechGuides's own first-party analytics, bots removed, every figure rounded down · how we count

Zymtrace

Freemium#16 of 29 in Continuous Profiling Tools

Zymtrace: A focused self-hosted profiler for teams optimizing CPU fleets and CUDA workloads. Ranked #16 of 29 in Continuous Profiling Tools by our editors (7.4/10); pricing: Free plan; best for GPU-heavy teams wanting self-hosted profiling.

7.4/10Editor score

Visit Zymtrace

Zymtrace7.4 Visit Zymtrace

At a glance

Editor score
7.4 / 10
Pricing
Free plan
Best for
GPU-heavy teams wanting self-hosted profiling
Free plan
Yes
Deployment
Self-hosted
Facts checked
22 Sep 2026

Where it wins
- Continuous CPU and CUDA GPU profiling across application fleets
- eBPF host metrics, flame graphs, and cross-stack call paths
- APIs, optimization, alerts, and optional AI-assisted analysis
Where it doesn't
- GPU profiling is focused on CUDA workloads
- Self-hosted deployment shapes the platform's operating model
- Continuous alerts are not part of the listed category capabilities

Our verdict on Zymtrace

Zymtrace is a self-hosted continuous profiling platform for teams running application fleets, accelerated computing infrastructure, and enterprise-scale Linux environments. It profiles CPU workloads across PHP, Python, Java/JVM, Go, Rust, C/C++, Node.js/V8, Ruby, .NET, and Perl, while its GPU profiling targets CUDA workloads. The platform connects application code, native code, and accelerator kernels, with support for Kubernetes, cloud or bare-metal Linux environments, web access, APIs, and optional AI-assisted performance analysis.

The published plans show a freemium structure. Basic includes continuous CPU profiling, fleet-wide host metrics through eBPF, self-hosted deployment, a GPU profiling trial, and support for up to 5 concurrent machines. Pro adds CPU and GPU profiling, unlimited machines, MIG-aware GPU metrics, Profile-Guided Optimization, recommendations and alerts, and air-gap installation support. Enterprise includes everything in Pro plus dedicated support, custom SLAs, capacity planning, fully managed deployment, and a forward deployed engineer. This progression gives smaller teams a way to start with CPU visibility while reserving broader GPU operations and enterprise services for higher tiers.

Its strongest distinction is the depth of its profiling scope: flamegraphs, cross-stack call-path analysis, automatic, global, and manual symbolization, MIG-aware metrics, and optimization features extend beyond basic CPU sampling. REST API and API Explorer support automation, while integrations include Slack, MCP, Anthropic Claude, Google Gemini, OpenAI, and custom LLMs. Zymtrace fits teams that need production profiling across CPU fleets and CUDA infrastructure, especially where self-hosting, air-gap installation, or enterprise deployment support matters. Teams seeking a general-purpose managed profiler, broader GPU framework coverage, or continuous alerting should consider alternatives.

Zymtrace pricing

Plans Free planFreemium A usable free plan; paid tiers unlock the limits above. Prices checked 22 Sep 2026.

See plans on zymtrace.com

All 3 Zymtrace plans and prices →

Zymtrace fact sheet

Free plan	Yes
Paid from	Not verified
Deployment	Self-hosted
Language support	PHP, Python, Java/JVM, Go, Rust, C/C++, Node.js/V8, Ruby, .NET, Perl
Profiling types	CPU, GPU
Data retention	Not verified
Source map support	Not verified
Continuous alerts	No
Deployment	Self-hosted
Platforms	Web, Linux
Support	Email, Tickets, Phone, Live chat, Community, Docs · 24/7
Built for	Mid-market, Enterprise (editorial estimate)
Integrations	7 integrations: Slack, REST API, MCP, Anthropic Claude, Google Gemini, OpenAI …
Pricing	Free plan (source)
Website	zymtrace.com
Facts checked	22 Sep 2026

Zymtrace integrations

Zymtrace lists 7 integrations on its own site.

Slack
REST API
MCP
Anthropic Claude
Google Gemini
OpenAI
Custom LLM

Alternatives to Zymtrace

See all Zymtrace alternatives →

Used Zymtrace? Be the first to review it

The editor score above is our own research. What this page doesn't have yet is a reader's view — what you used Zymtrace for, what worked and what didn't. No stars are seeded and no review is paid for; an editor reads every one before it appears.

Write a reviewTwo minutes · verified accounts only · read by an editor before it appears

Reviews come only from verified accounts. Sign in or create an account first — your e-mail is never shown.

Title

Your review

0 characters · at least 80, up to 3,000

Pros (optional · one per line)

Cons (optional · one per line)

Your name (shown with your review)

Role (optional)

Company (optional)

How long have you used it?

I've used Zymtrace myself and this is my honest opinion — nobody paid or asked me to write it.

Posted from your verified account. Reviews appear after an editor reads them, usually within two working days.

Featured on iTechGuides

Zymtrace is listed in our Continuous Profiling Tools directory. Add the badge to your site — it links back to this page.

<a href="https://www.itechguides.com/products/zymtrace/"><img src="https://www.itechguides.com/best/badge/zymtrace.svg" alt="Featured on iTechGuides" width="230" height="46"></a>

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

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. How we rank.

Last updated 7 Oct 2026 · How we research and update