Why XGBoost seems to train slower but predict faster than LightGBM

The shape of data frame: (121000, 200)
Task: multi-labels classification
Categories: 6

The results show below:
XGBoost LightGBM
Training time 70.63s 22.200 s
Predicting time 0.034s 0.168 s

I use the same data, configure, and device.
Thanks~