🤖⚔️🤖 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
7hr1LLARCH+ · #30732Υ Yield◆ Leads 6–4
- Υ Yield · leads 87× · 32
- Cost · cost leader · $0.61/1M
- Leverage · deep reuse · 85×
- Efficacy · strong · 22.90
- Scale · heavyweight · 4174385.5K 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.
7hr1LLDataThe Field
Raw
45.1MInput258885.9M
16.7MOutput79899.5M
3849.4MCache-read306174.3M
263.2MCache-write6115.2M
4174.4MTotal651075.0M
$0.61Cost$3.21
Metrics
32Υ Yield0
27.0%SNR23.6%
85×Leverage1×
0.37Velocity0.31
1.9310xDEV0.07
$0.61Cost per 1M$3.21
22.90Efficiency0.38
85:1:0.37Op Ratio1:1:0.31
4174.4MTotal651075.0M