hi,

Ticks are smaller fractions of a point in futures price changes. Each tick is worth a certain fractional value, such as 0.10 or 0.25 points. Pips represent changes in the fourth decimal place in most forex currency pairs. Each of these measurements has a dollar value that's based on the exchange on which it is traded.

A pip is actually an acronym for "percentage in point." A pip is the smallest price move that an exchange rate can make based on market convention. Most currency pairs are priced to four decimal places and the smallest change is the last (fourth) decimal point. A pip is the equivalent of 1/100 of 1% or one basis point.

for more info:

https://neptune.ai/blog/best-tools-for-model-tuning-and-hyperparameter-optimization

Best wishes..