🤖⚔️🤖 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
dhanARCH · #4589Υ Yield
- Υ Yield · leads 25× · 9
- Cost · cost leader · $0.54/1M
- Leverage · deep reuse · 42×
- Efficacy · strong · 10.90
- Scale · heavyweight · 3905155.5K 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.
dhanDataThe Field
Raw
87.5MInput258885.9M
19.2MOutput79899.5M
3682.0MCache-read306174.3M
116.5MCache-write6115.2M
3905.2MTotal651075.0M
$0.54Cost$3.21
Metrics
9Υ Yield0
18.0%SNR23.6%
42×Leverage1×
0.22Velocity0.31
1.6210xDEV0.07
$0.54Cost per 1M$3.21
10.90Efficiency0.38
42:1:0.22Op Ratio1:1:0.31
3905.2MTotal651075.0M