🤖⚔️🤖 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
Ing TianTRANSMITTER · #186133Υ Yield◆ Leads 6–4
- Leverage · closed loop · 137×
- Υ Yield · leads 365× · 133
- Cost · cost leader · $0.60/1M
- Efficacy · strong · 36.42
- Scale · heavyweight · 13243101.3K 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
Not enough history yet — both operators need at least two snapshots to chart Υ Yield trajectory.
Ing TianDataThe Field
Raw
90.3MInput258885.9M
88.1MOutput79899.5M
12344.5MCache-read306174.3M
720.3MCache-write6115.2M
13243.1MTotal651075.0M
$0.60Cost$3.21
Metrics
133Υ Yield0
49.4%SNR23.6%
137×Leverage1×
0.98Velocity0.31
2.1410xDEV0.07
$0.60Cost per 1M$3.21
36.42Efficiency0.38
137:1:0.98Op Ratio1:1:0.31
13243.1MTotal651075.0M