Comment by mitchitized

Another reality is that at that scale you need to diversify your vendor portfolio so you never get stuck in a single-vendor scenario (for contracts, liability or scale). Many companies half this size have infrastructure across all three - AWS, Azure and GCP. The primary reason is redundancy, but that also gives them potential leverage for contract negotiation.