PreScale simplifies load testing by automatically determining what breaks under strain. It targets a specific URL, incrementally increasing traffic until failures occur, then offers a detailed, plain-English report on issues identified. Ensure the resilience of applications effortlessly, without scripting or complex setups.
The open-source load tester that provides clear insights into performance issues.
Effectively identify bottlenecks by pointing PreScale at a URL. It simulates traffic until it identifies failure points, detailing at what load the application breaks and offering actionable insights for resolution. No scripting or account needed; it runs locally on your machine.

Demonstration of PreScale identifying a failure in a load test.
In today’s digital landscape, unexpected traffic spikes can lead to detrimental application failures, manifested in the form of 500 errors or system crashes. PreScale proactively uncovers weak spots in the application infrastructure, allowing for essential optimizations before critical failures occur.
With a simple command, PreScale mimics real traffic conditions, indicating both what breaks and why it fails:
pip install prescale
prescale investigate https://staging.myapp.com
For example, it can reveal:
Scale readiness: ⚠️ Survives ~90 (75–110) concurrent users
First failure errors climb at ~150 users
Latency wall p95 crosses 2s at ~150 users
Likely cause Server returned 5xx under load — indicative of unhandled overloads.
Note: The output will vary based on specific application performance.
PreScale integrates several handy commands to streamline load testing:
| Command | Description |
|---|---|
run <url> | Ramp traffic and identify failure points. |
investigate <url> | Analyze failures and obtain tailored solutions. |
audit <url> | Perform a load-free health check of HTTP settings. |
compare | Evaluate the differences in performance between two tests. |
profiles | Utilize predefined scenarios to test under specific conditions. |
Reports can be generated in various formats, including HTML, for easy sharing and review:
prescale run https://staging.myapp.com --html report.html
Incorporate PreScale into CI pipelines to ensure that performance capacity remains stable over time. Set thresholds to automatically fail builds when performance degrades:
- run: prescale run https://staging.myapp.com --fail-under 100
PreScale is designed with safety in mind; it prompts before testing any non-local host to prevent service disruptions. It is advisable to test on staging or preview environments only.
PreScale stands out as a robust option for developers and organizations aiming to ensure their applications can withstand varying traffic patterns. Through its straightforward interface and insightful reporting, it enhances the readiness and reliability of web applications.
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