🤖⚔️🤖 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
Inhyuk ParkARCH+ · #26947Υ Yield◆ Leads 6–4
- Υ Yield · leads 130× · 47
- Cost · cost leader · $0.66/1M
- Leverage · deep reuse · 69×
- Efficacy · strong · 18.49
- Scale · heavyweight · 2753526.9K 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.
Inhyuk ParkDataThe Field
Raw
36.7MInput258885.9M
25.2MOutput79899.5M
2539.2MCache-read306174.3M
152.4MCache-write6115.2M
2753.5MTotal651075.0M
$0.66Cost$3.21
Metrics
47Υ Yield0
40.7%SNR23.6%
69×Leverage1×
0.69Velocity0.31
1.8410xDEV0.07
$0.66Cost per 1M$3.21
18.49Efficiency0.38
69:1:0.69Op Ratio1:1:0.31
2753.5MTotal651075.0M