{
  "heldout_rows": 80,
  "train_test_exact_text_overlap": 0,
  "teacher_gold_accuracy": 1.0,
  "baseline_gold_accuracy": 0.0,
  "trained_gold_accuracy": 0.95,
  "trained_absolute_uplift": 0.95,
  "trained_teacher_agreement": 0.95,
  "teacher_mean_latency_seconds": 4.143897417721019,
  "trained_mean_latency_seconds": 0.021054333343636246,
  "latency_speedup": 196.81921769199724,
  "teacher_input_tokens": 30898,
  "trained_input_tokens": 7738,
  "input_token_reduction": 0.7495630785164089,
  "teacher_provider_cost_usd": 0.13577433662337665,
  "trained_provider_charge_usd": 0.0,
  "cost_scope_note": "Local inference made no provider API calls; electricity/hardware amortization is excluded."
}