🤖⚔️🤖 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
전유진ARCH+ · #36518Υ Yield
- Υ Yield · leads 50× · 18
- Cost · cost leader · $0.57/1M
- Leverage · deep reuse · 63×
- Efficacy · strong · 16.68
- Regime · archival sponge
VS4–6
The FieldIGNITER · #12210.37Υ Yield◆ Leads 6–4
- 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.
전유진DataThe Field
Raw
12.8MInput258885.9M
3.7MOutput79899.5M
807.2MCache-read306174.3M
43.1MCache-write6115.2M
866.9MTotal651075.0M
$0.57Cost$3.21
Metrics
18Υ Yield0
22.5%SNR23.6%
63×Leverage1×
0.29Velocity0.31
1.8010xDEV0.07
$0.57Cost per 1M$3.21
16.68Efficiency0.38
63:1:0.29Op Ratio1:1:0.31
866.9MTotal651075.0M