Know exactly where your API breaks before users do

Our AI models real-world traffic patterns from your OpenAPI spec, runs realistic load scenarios, and tells you where your system fails, why it fails, and what to fix before launch.

No signup required

Try it now

See how your API behaves under realistic traffic

Experience realistic load scenarios instantly. No signup required.

Sandbox Mode

Demo uses JSONPlaceholder by default. Enter any public GET endpoint.

10 RPS
5Demo limit: 5050

Demo limit: 20 seconds max

The demo uses simplified scenarios. Full tests use AI-generated traffic patterns that mimic real user behavior and production usage.

Full reports include breaking point detection, traffic headroom, bottleneck analysis, and fix recommendations.

Want to test your own APIs? Create a free account →

AI-Generated Scenarios

What you learn
before you launch

AI analyzes your OpenAPI spec to generate realistic traffic scenarios. Each test reveals critical insights about where and why your API fails under real-world conditions.

These insights are derived from AI-generated, real-world traffic scenarios — not synthetic scripts.

Breaking Point

The exact traffic level where latency or errors spike

Primary Bottleneck

Database, CPU, memory, or upstream dependency

Traffic Headroom

How much real-world growth your system can handle

Fix Priority

What to change first to safely scale

Four test scenarios that reveal how your API performs

Every test suite runs four distinct scenarios automatically. Each one stresses your API differently to uncover specific failure modes and performance characteristics.

Baseline Performance

Establishes normal behavior under light load to catch basic issues

Traffic Ramp

Gradually increases load to find your maximum stable throughput

Spike Scenario

Sudden traffic bursts reveal how your system handles unexpected demand

Chaos Testing

Injects artificial latency, connection failures, and traffic bursts to test how your API handles real-world failure conditions and recovers gracefully

Baseline Performance Complete
→ 0.02% error rate
Traffic Ramp Complete
→ Max stable RPS: 245
Spike Scenario Warning
→ P95 latency spike at 500 concurrent users

How it works

01

Upload your OpenAPI spec

AI analyzes your API structure and models realistic usage flows.

02

Run real-world load scenarios

Ramp, spike, and sustained traffic based on how real users behave.

03

Get a Breakpoint Report

See where it breaks, why it breaks, and what to fix.

Find your API's breaking point before launch

No subscriptions. Pay only when you test. Free tier includes 5 test runs per month. No credit card required.