🤖⚔️🤖 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
Larkin Williams-CaponeTRANSMITTER · #123367Υ Yield◆ Leads 6–4
- Leverage · closed loop · 661×
- Υ Yield · leads 1.0K× · 367
- Cost · cost leader · $0.51/1M
- Efficacy · strong · 175.10
- Scale · heavyweight · 3643695.5K 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.
Larkin Williams-CaponeDataThe Field
Raw
5.2MInput258885.9M
2.9MOutput79899.5M
3433.4MCache-read306174.3M
202.2MCache-write6115.2M
3643.7MTotal651075.0M
$0.51Cost$3.21
Metrics
367Υ Yield0
35.7%SNR23.6%
661×Leverage1×
0.55Velocity0.31
2.8210xDEV0.07
$0.51Cost per 1M$3.21
175.10Efficiency0.38
661:1:0.55Op Ratio1:1:0.31
3643.7MTotal651075.0M