🤖⚔️🤖 Throw Down
Manus ad Manum
Two operators. One cascade layer. Υ Yield, SNR, Leverage, Velocity, 10xDEV & blended cost — the data tells you not just who's ahead, but where and why.
Operator A
vsOperator B
양태수(Taesu Yang)IGNITER I · #921.1KΥ Yield◆ Leads 7–3
- Leverage · closed loop · 1.3K×
- Υ Yield · leads 2.6× · 1.1K
- Cost · cost leader · $0.64/1M
- Efficacy · strong · 355.92
- Build Archetype · convergent
VS7–3
The FieldSEEKER I · #116442Υ Yield
- Leverage · closed loop · 300×
- Υ Yield · trails · 442
- Cost · cost leader · $0.55/1M
- Velocity · fast · 1.5 o/i
- Efficacy · strong · 79.22
Raw shape↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Metric shape↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Not enough history yet — both operators need at least two snapshots to chart Υ Yield trajectory.
양태수(Taesu Yang)DataThe Field
Raw
214.3KInput29.8K
187.5KOutput44.0K
276.1MCache-read8.9M
28.8MCache-write470.4K
305.3MTotal9.5M
$0.64Cost$0.55
Metrics
1.1KΥ Yield442
46.7%SNR59.6%
1.3K×Leverage300×
0.88Velocity1.47
3.1110xDEV2.48
$0.64Cost per 1M$0.55
355.92Efficiency79.22
1288:1:0.88Op Ratio300:1:1.5
305.3MTotal9.5M