🤖⚔️🤖 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
MuzammilARCH · #4798Υ Yield
- Υ Yield · leads 21× · 8
- Cost · cost leader · $0.52/1M
- Leverage · deep reuse · 45×
- Efficacy · strong · 11.58
- Scale · heavyweight · 40434804.9K 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
MuzammilDataThe Field
Raw
854.4MInput258885.9M
148.1MOutput79899.5M
38145.6MCache-read306174.3M
1286.8MCache-write6115.2M
40434.8MTotal651075.0M
$0.52Cost$3.21
Metrics
8Υ Yield0
14.8%SNR23.6%
45×Leverage1×
0.17Velocity0.31
1.6510xDEV0.07
$0.52Cost per 1M$3.21
11.58Efficiency0.38
45:1:0.17Op Ratio1:1:0.31
40434.8MTotal651075.0M