If I believe there is a trend in my time$-$series data, which type of forecast is more likely to be accurate?

a$.$

Long$-$term Moving Average $($Example: $6$ Day Moving Average$)$

b$.$

Short$-$Term Moving Average $($Example: $3$ Day Moving Average$)$