
TDE BENCHMARK SIMULATION SUMMARY
================================
NOTE: all numbers below are SIMULATED (deterministic model of assumed
savings ratios) — no real TDE execution or token measurement occurred.

Overall Results:
  Total Tasks: 11
  Control (CC) Total: 93,018 tokens
  Treatment (TDE) Total: 47,596 tokens
  Savings: 45,422 tokens (48.8%)

  Tasks Improved: 6
  Tasks Regressed: 5
  Tasks Neutral: 0

Statistics (descriptive only — no significance claimed):
  SIMULATION — deltas follow directly from the model's assumed per-category savings ratios; no statistical significance can be or is claimed. Use tde.bench for measured numbers.

Results by Category:

  BIG_DATA:
    Tasks: 1
    CC avg: 15,640 ± 0 tokens
    TDE avg: 2,442 ± 0 tokens
    Savings (simulated): 84.4% (observed delta range: 13198 to 13198 tokens)
    Improved: 1/1

  COMPLEX:
    Tasks: 1
    CC avg: 20,538 ± 0 tokens
    TDE avg: 13,120 ± 0 tokens
    Savings (simulated): 36.1% (observed delta range: 7418 to 7418 tokens)
    Improved: 1/1

  MODERATE:
    Tasks: 2
    CC avg: 10,666 ± 1,677 tokens
    TDE avg: 7,810 ± 783 tokens
    Savings (simulated): 26.8% (observed delta range: 2223 to 3487 tokens)
    Improved: 2/2

  PARALLEL:
    Tasks: 2
    CC avg: 15,218 ± 4,025 tokens
    TDE avg: 5,545 ± 1,588 tokens
    Savings (simulated): 63.6% (observed delta range: 7950 to 11396 tokens)
    Improved: 2/2

  SIMPLE:
    Tasks: 2
    CC avg: 1,708 ± 289 tokens
    TDE avg: 1,798 ± 262 tokens
    Savings (simulated): -5.2% (observed delta range: -109 to -70 tokens)
    Improved: 0/2

  TRIVIAL:
    Tasks: 3
    CC avg: 552 ± 57 tokens
    TDE avg: 576 ± 57 tokens
    Savings (simulated): -4.3% (observed delta range: -36 to -16 tokens)
    Improved: 0/3
