Traditional App Engine is not particularly cost-effective for compute-intensive loads, but it works great for basic web workloads. If you have special needs, Managed VMs have the performance characteristics of the underlying Compute Engine node. We&#x27;ve found that App Engine is not &quot;all or nothing&quot;; it&#x27;s the backbone of our app but we run services where they make the most sense (usually GCE).