🤖⚔️🤖 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
Jihoon JeonARCH+ · #21786Υ Yield◆ Leads 6–4
- Leverage · closed loop · 140×
- Υ Yield · leads 236× · 86
- Cost · cost leader · $0.45/1M
- Efficacy · strong · 35.81
- Regime · archival sponge
VS6–4
The FieldIGNITER · #12210.37Υ Yield
- Υ Yield · trails · 0
- Scale · heavyweight · 651074953.4K tok
- Regime · transient
- Leverage · light reuse · 1×
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.
Jihoon JeonDataThe Field
Raw
4.3MInput258885.9M
2.7MOutput79899.5M
604.7MCache-read306174.3M
13.1MCache-write6115.2M
624.9MTotal651075.0M
$0.45Cost$3.21
Metrics
86Υ Yield0
38.2%SNR23.6%
140×Leverage1×
0.62Velocity0.31
2.1410xDEV0.07
$0.45Cost per 1M$3.21
35.81Efficiency0.38
140:1:0.62Op Ratio1:1:0.31
624.9MTotal651075.0M