🤖⚔️🤖 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
于琦TRANSMITTER · #192120Υ Yield◆ Leads 6–4
- Leverage · closed loop · 164×
- Υ Yield · leads 329× · 120
- Cost · cost leader · $0.45/1M
- Efficacy · strong · 42.00
- Scale · heavyweight · 1788420.3K 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.
于琦DataThe Field
Raw
10.6MInput258885.9M
7.7MOutput79899.5M
1734.9MCache-read306174.3M
35.2MCache-write6115.2M
1788.4MTotal651075.0M
$0.45Cost$3.21
Metrics
120Υ Yield0
42.3%SNR23.6%
164×Leverage1×
0.73Velocity0.31
2.2110xDEV0.07
$0.45Cost per 1M$3.21
42.00Efficiency0.38
164:1:0.73Op Ratio1:1:0.31
1788.4MTotal651075.0M