🤖⚔️🤖 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
Sophia PhiloARCH+ · #36618Υ Yield◆ Leads 6–4
- Υ Yield · leads 49× · 18
- Cost · cost leader · $0.55/1M
- Leverage · deep reuse · 52×
- Efficacy · strong · 13.59
- Scale · heavyweight · 9116673.1K 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.
Sophia PhiloDataThe Field
Raw
164.7MInput258885.9M
56.1MOutput79899.5M
8612.5MCache-read306174.3M
283.4MCache-write6115.2M
9116.7MTotal651075.0M
$0.55Cost$3.21
Metrics
18Υ Yield0
25.4%SNR23.6%
52×Leverage1×
0.34Velocity0.31
1.7210xDEV0.07
$0.55Cost per 1M$3.21
13.59Efficiency0.38
52:1:0.34Op Ratio1:1:0.31
9116.7MTotal651075.0M