🤖⚔️🤖 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
YASH LALPOTUARCH · #4857Υ Yield
- Υ Yield · leads 20× · 7
- Cost · cost leader · $0.45/1M
- Leverage · deep reuse · 52×
- Efficacy · strong · 13.29
- Scale · heavyweight · 15743662.5K 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
YASH LALPOTUDataThe Field
Raw
290.7MInput258885.9M
41.2MOutput79899.5M
15131.3MCache-read306174.3M
280.5MCache-write6115.2M
15743.7MTotal651075.0M
$0.45Cost$3.21
Metrics
7Υ Yield0
12.4%SNR23.6%
52×Leverage1×
0.14Velocity0.31
1.7210xDEV0.07
$0.45Cost per 1M$3.21
13.29Efficiency0.38
52:1:0.14Op Ratio1:1:0.31
15743.7MTotal651075.0M