🤖⚔️🤖 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
Silvan KohlerARCH+ · #30033Υ Yield◆ Leads 6–4
- Leverage · closed loop · 107×
- Υ Yield · leads 91× · 33
- Cost · cost leader · $0.41/1M
- Efficacy · strong · 27.26
- Scale · heavyweight · 3108782.3K tok
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.
Silvan KohlerDataThe Field
Raw
28.3MInput258885.9M
8.7MOutput79899.5M
3028.0MCache-read306174.3M
43.8MCache-write6115.2M
3108.8MTotal651075.0M
$0.41Cost$3.21
Metrics
33Υ Yield0
23.6%SNR23.6%
107×Leverage1×
0.31Velocity0.31
2.0310xDEV0.07
$0.41Cost per 1M$3.21
27.26Efficiency0.38
107:1:0.31Op Ratio1:1:0.31
3108.8MTotal651075.0M