Cloud vs. Local

Layers under testCOMPUTE · MODELS

The test

Take one real workflow and run it two ways — hosted and local — with identical inputs, identical evaluation, and identical accounting.

What gets measured

• Cost per unit of finished work, not cost per token.

• Latency and throughput under realistic concurrency.

• Output quality, scored the same way on both sides.

• The operational overhead each option actually carries.

Status

[PLACEHOLDER] Method is being finalised. Comparisons only publish when both sides have been run under the same conditions.