Abstarct: Prediction of TBM performance is the essential part of every TBM project.This is due to principle need of cost evaluation and the related schedule in every part of tunnel project design and needed information regarding development in order to trustable comparison between different methods of tunneling. In past, multiple methods have been developed for efficiency forecasting and TBM performance and in most of them penetration rate and in some of them progress rate are oriented. Lack of a unique method in modeling the operation of TBM is obvious, various methods by consideration of earth properties and related parameters of machine have been determined for the mentioned prediction. Canni sib project consists of 2 water transmission channels which the second section of tunnel -By measure of 20660 m.- commences from the middle part of tunnel glass in orientation of khoranj village's heights of 15000 m. and continues up to tunnel outlet. The goal of glas tunnel's existences is water transformation of a part of river which is the main branch of glas river to drainage basin of orumieh lake and Naghdeh plain. This tunnel will be digging by means of TBM system mechanism. In this research, UCS of earth properties, parameters of of Thrust machine,RPM,TORGE and power have been observed and considered. This research has been done by aim of penetration rate of TBM forecasting in water transformation of Cani sib and linear regression, SPSS, ANFIS modeling have been used which is in result of 5 linearity,one nonlinear and one anfis model and the best of them has been selected.