🤖⚔️🤖 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
Tomas HrdlickaTRANSMITTER · #185135Υ Yield◆ Leads 6–4
- Leverage · closed loop · 342×
- Υ Yield · leads 369× · 135
- Cost · cost leader · $0.46/1M
- Efficacy · strong · 89.00
- Scale · heavyweight · 3551690.2K 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.
Tomas HrdlickaDataThe Field
Raw
9.9MInput258885.9M
3.9MOutput79899.5M
3399.2MCache-read306174.3M
138.6MCache-write6115.2M
3551.7MTotal651075.0M
$0.46Cost$3.21
Metrics
135Υ Yield0
28.3%SNR23.6%
342×Leverage1×
0.39Velocity0.31
2.5310xDEV0.07
$0.46Cost per 1M$3.21
89.00Efficiency0.38
342:1:0.39Op Ratio1:1:0.31
3551.7MTotal651075.0M