🤖⚔️🤖 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
Ilya ZhidkovARCH+ · #22384Υ Yield◆ Leads 6–4
- Leverage · closed loop · 168×
- Υ Yield · leads 230× · 84
- Cost · cost leader · $0.44/1M
- Efficacy · strong · 43.21
- Scale · heavyweight · 9321192.0K 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.
Ilya ZhidkovDataThe Field
Raw
53.6MInput258885.9M
26.7MOutput79899.5M
9006.1MCache-read306174.3M
234.7MCache-write6115.2M
9321.2MTotal651075.0M
$0.44Cost$3.21
Metrics
84Υ Yield0
33.3%SNR23.6%
168×Leverage1×
0.50Velocity0.31
2.2310xDEV0.07
$0.44Cost per 1M$3.21
43.21Efficiency0.38
168:1:0.50Op Ratio1:1:0.31
9321.2MTotal651075.0M