Dispay Test Run Stats in Debugger

Problem: Developers must manually compute speed and token metrics from logs.

Use case: Quickly benchmark and optimize workflows against performance targets.

Functionality: Real-time display of execution time, token usage, accuracy indicators, TTFT, throughput, and benchmark comparisons within the debugger.