🤖⚔️🤖 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
Jackson YargerARCH+ · #40813Υ Yield
- Υ Yield · leads 35× · 13
- Cost · cost leader · $0.52/1M
- Leverage · deep reuse · 65×
- Efficacy · strong · 16.96
- Scale · heavyweight · 7740314.3K 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.
Jackson YargerDataThe Field
Raw
112.4MInput258885.9M
22.1MOutput79899.5M
7303.9MCache-read306174.3M
301.9MCache-write6115.2M
7740.3MTotal651075.0M
$0.52Cost$3.21
Metrics
13Υ Yield0
16.4%SNR23.6%
65×Leverage1×
0.20Velocity0.31
1.8110xDEV0.07
$0.52Cost per 1M$3.21
16.96Efficiency0.38
65:1:0.20Op Ratio1:1:0.31
7740.3MTotal651075.0M