🤖⚔️🤖 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
lingcpARCH+ · #23275Υ Yield◆ Leads 6–4
- Leverage · closed loop · 112×
- Υ Yield · leads 207× · 75
- Cost · cost leader · $0.50/1M
- Efficacy · strong · 28.84
- Scale · heavyweight · 5075907.3K 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.
lingcpDataThe Field
Raw
43.6MInput258885.9M
29.5MOutput79899.5M
4864.8MCache-read306174.3M
138.0MCache-write6115.2M
5075.9MTotal651075.0M
$0.50Cost$3.21
Metrics
75Υ Yield0
40.4%SNR23.6%
112×Leverage1×
0.68Velocity0.31
2.0510xDEV0.07
$0.50Cost per 1M$3.21
28.84Efficiency0.38
112:1:0.68Op Ratio1:1:0.31
5075.9MTotal651075.0M