🤖⚔️🤖 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
pk42acARCH+ · #39514Υ Yield
- Υ Yield · leads 39× · 14
- Cost · cost leader · $0.53/1M
- Leverage · deep reuse · 56×
- Efficacy · strong · 14.49
- Scale · heavyweight · 9212355.7K 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.
pk42acDataThe Field
Raw
156.2MInput258885.9M
40.3MOutput79899.5M
8692.7MCache-read306174.3M
323.2MCache-write6115.2M
9212.4MTotal651075.0M
$0.53Cost$3.21
Metrics
14Υ Yield0
20.5%SNR23.6%
56×Leverage1×
0.26Velocity0.31
1.7510xDEV0.07
$0.53Cost per 1M$3.21
14.49Efficiency0.38
56:1:0.26Op Ratio1:1:0.31
9212.4MTotal651075.0M