🤖⚔️🤖 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
ljj6496ARCH · #4947Υ Yield
- Υ Yield · leads 19× · 7
- Cost · cost leader · $0.56/1M
- Leverage · deep reuse · 43×
- Efficacy · strong · 11.15
- Scale · heavyweight · 6209526.2K 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.
ljj6496DataThe Field
Raw
136.1MInput258885.9M
22.7MOutput79899.5M
5788.2MCache-read306174.3M
262.4MCache-write6115.2M
6209.5MTotal651075.0M
$0.56Cost$3.21
Metrics
7Υ Yield0
14.3%SNR23.6%
43×Leverage1×
0.17Velocity0.31
1.6310xDEV0.07
$0.56Cost per 1M$3.21
11.15Efficiency0.38
43:1:0.17Op Ratio1:1:0.31
6209.5MTotal651075.0M