🤖⚔️🤖 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
Taehun LimARCH+ · #29036Υ Yield◆ Leads 6–4
- Υ Yield · leads 100× · 36
- Cost · cost leader · $0.54/1M
- Leverage · deep reuse · 81×
- Efficacy · strong · 21.24
- Scale · heavyweight · 13628365.1K 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
Taehun LimDataThe Field
Raw
158.6MInput258885.9M
71.1MOutput79899.5M
12862.3MCache-read306174.3M
536.4MCache-write6115.2M
13628.4MTotal651075.0M
$0.54Cost$3.21
Metrics
36Υ Yield0
31.0%SNR23.6%
81×Leverage1×
0.45Velocity0.31
1.9110xDEV0.07
$0.54Cost per 1M$3.21
21.24Efficiency0.38
81:1:0.45Op Ratio1:1:0.31
13628.4MTotal651075.0M