Where to start
On-device inference, vision and battery-sensitive AI features.
What to compare
Model compatibility, operator support, quantisation, memory limits and runtime tooling.
A question worth asking
A TOPS figure is incomplete without precision, sparsity assumptions, operator coverage and workload measurements.
Bring the system into view
Define the task and acceptable response time. Identify the working data size, supported software and operating constraints. Ask for measurements that reflect those conditions.