🤖⚔️🤖 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
keunTRANSMITTER · #205106Υ Yield◆ Leads 6–4
- Leverage · closed loop · 229×
- Υ Yield · leads 290× · 106
- Cost · cost leader · $0.65/1M
- Efficacy · strong · 63.06
- Scale · heavyweight · 3079215.9K 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.
keunDataThe Field
Raw
12.2MInput258885.9M
5.6MOutput79899.5M
2785.8MCache-read306174.3M
275.6MCache-write6115.2M
3079.2MTotal651075.0M
$0.65Cost$3.21
Metrics
106Υ Yield0
31.6%SNR23.6%
229×Leverage1×
0.46Velocity0.31
2.3610xDEV0.07
$0.65Cost per 1M$3.21
63.06Efficiency0.38
229:1:0.46Op Ratio1:1:0.31
3079.2MTotal651075.0M