🤖⚔️🤖 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
Quang LinhARCH+ · #21686Υ Yield◆ Leads 6–4
- Leverage · closed loop · 108×
- Υ Yield · leads 237× · 86
- Cost · cost leader · $0.57/1M
- Efficacy · strong · 28.28
- Scale · heavyweight · 2362366.8K 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.
Quang LinhDataThe Field
Raw
20.7MInput258885.9M
16.6MOutput79899.5M
2228.4MCache-read306174.3M
96.6MCache-write6115.2M
2362.4MTotal651075.0M
$0.57Cost$3.21
Metrics
86Υ Yield0
44.5%SNR23.6%
108×Leverage1×
0.80Velocity0.31
2.0310xDEV0.07
$0.57Cost per 1M$3.21
28.28Efficiency0.38
108:1:0.80Op Ratio1:1:0.31
2362.4MTotal651075.0M