Memray
Memory profiler for Python showing allocations across calls and modules.
Logging, monitoring and analytics PyPI Apache-2.0
How Memray is used
Memray joined the catalog on its public numbers (2,426,244 downloads a week on PyPI and 15,388 GitHub stars), not on our project count: it is a dependency in 6 public GitHub projects of our scan, 0 of them set up for AI coding agents. Projects that use it most often also use Accelerate (100.0%), Hugging Face Datasets (100.0%), gRPC (100.0%).
Memray popularity over time
Gid Score 50: downloads 72, use in agent projects 10, GitHub stars 57, downloads trend 51 (each 0-100). How it is calculated.
Often used with Memray
| Accelerate | 100.0% of Memray projects · 388.0× more than average |
|---|---|
| Hugging Face Datasets | 100.0% of Memray projects · 248.3× more than average |
| gRPC | 100.0% of Memray projects · 282.2× more than average |
| Jupyter | 100.0% of Memray projects · 258.7× more than average |
| Jupyter Console | 100.0% of Memray projects · 6208.0× more than average |
| Jupyter Events | 100.0% of Memray projects · 2069.3× more than average |
| Jupyter LSP | 100.0% of Memray projects · 2069.3× more than average |
| Jupyter Server | 100.0% of Memray projects · 2069.3× more than average |
Install
| Package | pip install memray |
|---|---|
| Main stacks | Python (6) |
| Example projects | Paper2Poster/Paper2Poster, YuhangChen1/Paper2All, AutoLab-SAI-SJTU/AutoPage, OpenWebRL/OpenWebRL |
Alternatives to Memray
In our scan, none of the most used tools in Logging, monitoring and analytics does the same job as Memray: they are add-ons, companions or tools for a different task.
More in Logging, monitoring and analytics: Vercel Analytics psutil Vercel Speed Insights Sentry for Next.js OpenTelemetry Pino structlog Loguru