I'm surprised you only found 3 ways. I don't think there is a comparison 
page but here is a really quick breakdown from my limited knowledge of each 
tool. *disclaimer* I've only ever used kube-up

kubeadm: currently alpha tool to initiate clusters on any platform (AWS 
included). Mostly trying to make a good onboarding experience and make 
clusters (with https) super easy and replicate some of the docker swarm 
experience. This is the prefered method going forward but currently is 
limited in options and doesn't start an HA cluster (only single master)
kops: only works in AWS currently but can create an HA cluster. This is 
easier to use than kube-up (depending on your use case) and is probably the 
current best option.
kube-up: The first deployment script. (https://get.k8s.io) Uses a lot of 
bash + salt and can deploy to multiple cloud providers. I know this still 
gets updates but not sure if it's the recommended solution going forward. I 
don't think it sets up an HA cluster but I could be wrong. There are lots 
of hidden flags/options inside the script and salt config but to my 
knowledge this still sets up the most "complete" kubernetes cluster

There are many more install options. But I'd probably recommend using kops 
in AWS or kubeadm for on-prem.

On Sunday, November 27, 2016 at 6:50:16 PM UTC-8, Ravi wrote:
>
>
> I am trying to install k8s on AWS. There are three different methods 
> listed to install.
> Is there a comparison page listing when and why should I use each method?
>
> Installing with kubeadm 
> http://kubernetes.io/docs/getting-started-guides/kubeadm/
> installing with kops 
> http://kubernetes.io/docs/getting-started-guides/kops/
> installing on aws http://kubernetes.io/docs/getting-started-guides/aws/
>
>

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