🤖⚔️🤖 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
Kabir AcharyaBASE · #15051.1KΥ Yield◆ Leads 6–4
- Leverage · closed loop · 308×
- Υ Yield · leads 3.0K× · 1.1K
- Cost · cost leader · $0.60/1M
- Velocity · fast · 3.5 o/i
- Efficacy · strong · 80.76
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
Kabir AcharyaDataThe Field
Raw
99.4KInput258885.9M
352.0KOutput79899.5M
30.6MCache-read306174.3M
1.2MCache-write6115.2M
32.2MTotal651075.0M
$0.60Cost$3.21
Metrics
1.1KΥ Yield0
78.0%SNR23.6%
308×Leverage1×
3.54Velocity0.31
2.4910xDEV0.07
$0.60Cost per 1M$3.21
80.76Efficiency0.38
308:1:3.5Op Ratio1:1:0.31
32.2MTotal651075.0M