🤖⚔️🤖 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
MilkCloudsTRANSMITTER · #182138Υ Yield◆ Leads 6–4
- Leverage · closed loop · 238×
- Υ Yield · leads 377× · 138
- Cost · cost leader · $0.44/1M
- Efficacy · strong · 61.42
- Scale · heavyweight · 54796619.7K 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
MilkCloudsDataThe Field
Raw
222.1MInput258885.9M
128.2MOutput79899.5M
52954.8MCache-read306174.3M
1491.5MCache-write6115.2M
54796.6MTotal651075.0M
$0.44Cost$3.21
Metrics
138Υ Yield0
36.6%SNR23.6%
238×Leverage1×
0.58Velocity0.31
2.3810xDEV0.07
$0.44Cost per 1M$3.21
61.42Efficiency0.38
238:1:0.58Op Ratio1:1:0.31
54796.6MTotal651075.0M