🤖⚔️🤖 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
Alex KomboARCH+ · #42112Υ Yield
- Υ Yield · leads 32× · 12
- Cost · cost leader · $0.63/1M
- Leverage · deep reuse · 39×
- Efficacy · strong · 10.31
- Scale · heavyweight · 4076635.3K 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.
Alex KomboDataThe Field
Raw
96.5MInput258885.9M
28.7MOutput79899.5M
3758.9MCache-read306174.3M
192.5MCache-write6115.2M
4076.6MTotal651075.0M
$0.63Cost$3.21
Metrics
12Υ Yield0
22.9%SNR23.6%
39×Leverage1×
0.30Velocity0.31
1.5910xDEV0.07
$0.63Cost per 1M$3.21
10.31Efficiency0.38
39:1:0.30Op Ratio1:1:0.31
4076.6MTotal651075.0M