[obulpathi]

Google Cloud wins hands down!

Places where Google Cloud shines over AWS: Excellent UI, Ease of use, Scalability, Security, Data services, Big Data, Machine Learning, Network, Disks. The only place where Google loses to AWS is Relational Databases.

Google Cloud Network and SSDs are about an order of magnitude better (in terms of performance / price) compared to AWS Network and SSDs. Googles Big Data tools (BigQuery, PubSub, Bigtable, Dataflow) can scale to petabyte scale without any problem. AWS can be OK for terabyte scale data workloads, but beyond that, it's hard to scale and manage. Other pieces like Kubernetes, TensorFlow and Dataflow (Opensource, if you want to run in-house) and available as native Cloud services, all services are fully managed makes Google Cloud the best Cloud.

[nazka]

I am very interested about Google Cloud and Machine Learning. Did you try to use other libraries than TensorFlow? What is your experience?