🤖⚔️🤖 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
本光ARCH+ · #33123Υ Yield◆ Leads 6–4
- Υ Yield · leads 63× · 23
- Cost · cost leader · $0.59/1M
- Leverage · deep reuse · 53×
- Efficacy · strong · 13.77
- Scale · heavyweight · 3336460.9K 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.
本光DataThe Field
Raw
59.5MInput258885.9M
26.2MOutput79899.5M
3130.6MCache-read306174.3M
120.2MCache-write6115.2M
3336.5MTotal651075.0M
$0.59Cost$3.21
Metrics
23Υ Yield0
30.6%SNR23.6%
53×Leverage1×
0.44Velocity0.31
1.7210xDEV0.07
$0.59Cost per 1M$3.21
13.77Efficiency0.38
53:1:0.44Op Ratio1:1:0.31
3336.5MTotal651075.0M