🤖⚔️🤖 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
healimkwonARCH · #4649Υ Yield
- Υ Yield · leads 24× · 9
- Cost · cost leader · $0.48/1M
- Leverage · deep reuse · 61×
- Efficacy · strong · 15.75
- Scale · heavyweight · 3436015.1K 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.
healimkwonDataThe Field
Raw
53.7MInput258885.9M
7.8MOutput79899.5M
3274.4MCache-read306174.3M
100.1MCache-write6115.2M
3436.0MTotal651075.0M
$0.48Cost$3.21
Metrics
9Υ Yield0
12.7%SNR23.6%
61×Leverage1×
0.15Velocity0.31
1.7910xDEV0.07
$0.48Cost per 1M$3.21
15.75Efficiency0.38
61:1:0.15Op Ratio1:1:0.31
3436.0MTotal651075.0M