🤖⚔️🤖 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
Sipho YaweARCH+ · #24662Υ Yield◆ Leads 6–4
- Leverage · closed loop · 116×
- Υ Yield · leads 171× · 62
- Cost · cost leader · $0.54/1M
- Efficacy · strong · 30.54
- Scale · heavyweight · 19219333.3K 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
Sipho YaweDataThe Field
Raw
156.1MInput258885.9M
83.7MOutput79899.5M
18142.8MCache-read306174.3M
836.8MCache-write6115.2M
19219.3MTotal651075.0M
$0.54Cost$3.21
Metrics
62Υ Yield0
34.9%SNR23.6%
116×Leverage1×
0.54Velocity0.31
2.0710xDEV0.07
$0.54Cost per 1M$3.21
30.54Efficiency0.38
116:1:0.54Op Ratio1:1:0.31
19219.3MTotal651075.0M