🤖⚔️🤖 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
Alvin Indra PratamaARCH+ · #25557Υ Yield◆ Leads 6–4
- Leverage · closed loop · 102×
- Υ Yield · leads 155× · 57
- Cost · cost leader · $0.50/1M
- Efficacy · strong · 26.56
- Scale · heavyweight · 5771204.2K 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.
Alvin Indra PratamaDataThe Field
Raw
53.8MInput258885.9M
29.7MOutput79899.5M
5515.8MCache-read306174.3M
171.9MCache-write6115.2M
5771.2MTotal651075.0M
$0.50Cost$3.21
Metrics
57Υ Yield0
35.5%SNR23.6%
102×Leverage1×
0.55Velocity0.31
2.0110xDEV0.07
$0.50Cost per 1M$3.21
26.56Efficiency0.38
102:1:0.55Op Ratio1:1:0.31
5771.2MTotal651075.0M