🤖⚔️🤖 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
Jianyu ZhanARCH+ · #40513Υ Yield
- Υ Yield · leads 35× · 13
- Cost · cost leader · $0.77/1M
- Leverage · deep reuse · 48×
- Efficacy · strong · 13.41
- Scale · heavyweight · 6317279.6K tok
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.
Jianyu ZhanDataThe Field
Raw
115.6MInput258885.9M
31.2MOutput79899.5M
5534.3MCache-read306174.3M
636.3MCache-write6115.2M
6317.3MTotal651075.0M
$0.77Cost$3.21
Metrics
13Υ Yield0
21.2%SNR23.6%
48×Leverage1×
0.27Velocity0.31
1.6810xDEV0.07
$0.77Cost per 1M$3.21
13.41Efficiency0.38
48:1:0.27Op Ratio1:1:0.31
6317.3MTotal651075.0M