Ignite's honesty rail
Ignite's honesty rail means every figure it reports is measured, split branded from non-branded, backed by enough samples to be stable, and carried with a confidence range, and any number that fails those tests is withheld rather than shown.
The four rules behind every figure
Ignite reports a number only when it passes four tests. It rests on repeated samples, never a single answer. It keeps branded and non-branded questions separate, because merging them hides the failures a buyer needs to see. It tags whether an answer was grounded in live sources or drawn from the model memory. And it carries a confidence range instead of one guaranteed figure.
Why a number you cannot bank on is worse than none
A figure without these guards is noise dressed as a result, and it erodes the trust the whole product depends on. When a measurement does not clear the bar, Ignite withholds it rather than show a fabricated zero.