There are many benefits of TensorFlow over other libraries which are given below :
Scalability : TensorFlow provides easily scaled machine learning applications and infrastructure.
Pipelining : TensorFlow's Dataset module tf.data is used to build efficient pipelines for images and text.
Visualization of Data : Visualizing the graph is very straight-forward in TensorFlow. TensorBoard(a suite of visualization tools) is used to visualize TensorFlow graphs.
Debugging Facility : tfdbg is a specialized debugger for TensorFlow. It lets us view the internal structure and states of running TensorFlow graphs during training and inference.
