Features | Free | Standard | Enterprise |
---|---|---|---|
Price | Free Forever Perfect for early startups |
$1/core/month + $0.25/TFLOP/month for GPUs* Volume discounts available *For NVIDIA data center models (A100, A800, H100, H200, and later) |
Contact Us team@zymtrace.com For customers profiling 30k+ cores |
Deployment | Self-Hosted | Self-Hosted | Self-Hosted |
License Type | Perpetual | Subscription | Custom |
CPU Profiling | ✓ Full Access | ✓ Full Access | ✓ Full Access |
GPU Profiling | ✗ Get a free trial key |
✓ Full Access | ✓ Full Access |
Profile-Guided Optimization | ✗ | ✓ Coming Soon | ✓ Coming Soon |
Recommendations and Alerts | ✗ | ✓ Coming Soon | ✓ Coming Soon |
Core Limit | Limited to 5 concurrent machines | No Limit | No Limit |
Support | Discord Community | Email & Chat | Priority Support |
Fully Managed Deployment | ✗ | ✓ Additional fee | ✓ Additional fee |
Capacity Planning | ✗ | ✓ | ✓ |
Air Gap Installation Support | ✗ | ✓ | ✓ |
Training & Consulting | ✗ | ✗ | ✓ |
Frictionless whole-system visibility across all major languages. Identify bottlenecks and optimize performance with detailed insights at scale.
Supported Languages: Python, Java (and all JVM languages), Go, Rust, C/C++, Node.js/V8, Ruby, .NET, PHP, Perl, Zig, Scala, and more.
Identify performance bottlenecks in CUDA kernels, optimize inference batch size, and eliminate idle GPU cycles —with zero friction.
Supports: CUDA, PyTorch, JAX, and other major GPU frameworks.
Imagine a docker container running FOSS software like Nginx. With the same software version, source code, and configuration, zymtrace's profiling-guided techniques deliver up to 14% faster performance—no code changes required.
zymtrace Curated insights. Most profilers throw flamegraphs at you and expect you to decode them. zymtrace's "Efficiency IQ" tells you exactly what's happening and shows you precisely what to do about it.
All instances are self-hosted by default, giving you complete control over your data and infrastructure.
Standard and Enterprise customers can opt for our Fully Managed deployment service where we handle all aspects of installation, maintenance, and updates.
Enterprise customers benefit from our full range of professional services:
For workloads exceeding 500,000 cores or enterprise-scale deployments, our team is available to assist with tailored migrations and integrations, provided they align with our roadmap.