🤖⚔️🤖 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
huseyinkocogluARCH+ · #33921Υ Yield◆ Leads 6–4
- Υ Yield · leads 58× · 21
- Cost · cost leader · $0.65/1M
- Leverage · deep reuse · 43×
- Efficacy · strong · 11.22
- Scale · heavyweight · 9363121.9K 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.
huseyinkocogluDataThe Field
Raw
204.0MInput258885.9M
101.6MOutput79899.5M
8703.5MCache-read306174.3M
353.9MCache-write6115.2M
9363.1MTotal651075.0M
$0.65Cost$3.21
Metrics
21Υ Yield0
33.2%SNR23.6%
43×Leverage1×
0.50Velocity0.31
1.6310xDEV0.07
$0.65Cost per 1M$3.21
11.22Efficiency0.38
43:1:0.50Op Ratio1:1:0.31
9363.1MTotal651075.0M