🤖⚔️🤖 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
isakmarrARCH+ · #24265Υ Yield
- Leverage · closed loop · 224×
- Υ Yield · leads 177× · 65
- Cost · cost leader · $0.46/1M
- Efficacy · strong · 58.31
- Scale · heavyweight · 1146922.9K tok
VS4–6
The FieldIGNITER · #12210.37Υ Yield◆ Leads 6–4
- 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.
isakmarrDataThe Field
Raw
4.9MInput258885.9M
1.4MOutput79899.5M
1096.3MCache-read306174.3M
44.3MCache-write6115.2M
1146.9MTotal651075.0M
$0.46Cost$3.21
Metrics
65Υ Yield0
22.4%SNR23.6%
224×Leverage1×
0.29Velocity0.31
2.3510xDEV0.07
$0.46Cost per 1M$3.21
58.31Efficiency0.38
224:1:0.29Op Ratio1:1:0.31
1146.9MTotal651075.0M