"> Methodology — FlinkTrade

How we actually validate a bot before you ever see it

Every bot on this platform goes through the same process before being listed:

1

Paper validation

Weeks of live paper trading against real market prices, with every trade recorded.

2

Stress testing

Simulated toxic order flow and adverse conditions, to see how the strategy holds up when things go wrong, not just when they go right.

3

Negative controls

Every bot is checked against a random/shuffled-price baseline, repeatedly, to make sure its results reflect a real edge and not statistical luck.

4

Staged live testing

Small real capital, tight limits, before anything is offered at full size.

See exactly what's been run so far →

We show every bot that's gone through this process — including the ones with weaker results. A platform that only shows winners isn't being honest with you.

Full detail on what's actually been run against this cohort — pre-registered gates, negative-control results, and toxic-flow stress test results — is on the performance page.