🤖⚔️🤖 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
Shivang ChhedaARCH+ · #23671Υ Yield◆ Leads 6–4
- Leverage · closed loop · 149×
- Υ Yield · leads 195× · 71
- Cost · cost leader · $0.57/1M
- Efficacy · strong · 39.78
- Scale · heavyweight · 26347170.6K 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
Shivang ChhedaDataThe Field
Raw
164.5MInput258885.9M
78.7MOutput79899.5M
24499.5MCache-read306174.3M
1604.4MCache-write6115.2M
26347.2MTotal651075.0M
$0.57Cost$3.21
Metrics
71Υ Yield0
32.4%SNR23.6%
149×Leverage1×
0.48Velocity0.31
2.1710xDEV0.07
$0.57Cost per 1M$3.21
39.78Efficiency0.38
149:1:0.48Op Ratio1:1:0.31
26347.2MTotal651075.0M