The TensorFlow library is an open source library, while Keras is a type of neural network library. Keras does not provide low-level APIs, while TensorFlow is known for producing both high-level and low-level APIs. When compared in terms of speed, Keras is much faster than TensorFlow. TensorFlow is preferred for use for high performance models, while Keras is used for low-performance models.