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Performance

Load tests, published

We push the IoT pipeline with steady streams of device messages and publish what we measure: messages per second, latency from arrival to storage, and messages lost. Every number below says where and how it was measured.

messages per second held for 14 minutes

1,111

messages lost in every run so far

0

p99 from arrival to storage at 111 msg/s

50 ms

test server, 7 GB memory

4 vCPU

Results

Scenario results

Each scenario sends device messages at a fixed rate through the MQTT gateway, the rules and flows workers and into telemetry storage.

ScenarioRateDurationMessages lostLatency (p99)Status
A111 msg/s16 min steady0start 23 ms, stored 50 msPassed all 9 gates
B1,111 msg/s14 min steady0backlog stayed near 45 messagesPaused by us, rerun planned
D5,555 msg/s———Next

How we test

What a run checks

A run passes only if every gate holds for the whole steady phase.

Steady rate

Messages arrive at a fixed rate from many simulated devices, after a warm-up, for at least ten minutes.

No message lost

Every message sent is counted again in storage. One missing message fails the run.

Latency gates

Time from arrival to the start of processing and to storage, at the 99th percentile.

Backlog

The queue between gateway and workers must stay flat. A growing backlog fails the run.

Resources

CPU and memory of every process are sampled during the run, so slow leaks show up.

Security stays on

Tests run with tenant separation, device authentication and rate limits switched on, as in production.

Setup

Where the numbers come from

Scenarios A and B ran on a 4 vCPU, 7 GB virtual server that also ran the load generator, so the platform had less than the whole machine. Production deployments use larger servers and run workers as separate processes.

In a separate local measurement, one tenant sustained about 10,000 messages per second, and a backlog of 302,000 messages was cleared in about 60 seconds while new messages kept arriving.

Security is never switched off to make a number look better: row-level tenant separation stays on for raw telemetry, and devices authenticate on every connection.

We add each new report to this page with its date, setup and raw figures.

Sizing a large rollout?

Tell us your device count and message rate. We size the deployment with you and can run a load test on your own setup.