🤖⚔️🤖 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
Seungeon ChoiIGNITER I · #137296Υ Yield◆ Leads 7–3
- Leverage · closed loop · 1.1K×
- Υ Yield · trails · 296
- Cost · cost leader · $0.55/1M
- Efficacy · strong · 286.11
- Build Archetype · amplifier
VS7–3
The FieldSEEKER I · #116442Υ Yield
- Leverage · closed loop · 300×
- Υ Yield · leads 1.5× · 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.
Seungeon ChoiDataThe Field
Raw
285.5KInput29.8K
79.4KOutput44.0K
303.9MCache-read8.9M
22.8MCache-write470.4K
327.1MTotal9.5M
$0.55Cost$0.55
Metrics
296Υ Yield442
21.8%SNR59.6%
1.1K×Leverage300×
0.28Velocity1.47
3.0310xDEV2.48
$0.55Cost per 1M$0.55
286.11Efficiency79.22
1064:1:0.28Op Ratio300:1:1.5
327.1MTotal9.5M