🤖⚔️🤖 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
Taehyun KimARCH+ · #24961Υ Yield◆ Leads 6–4
- Leverage · closed loop · 110×
- Υ Yield · leads 168× · 61
- Cost · cost leader · $0.59/1M
- Efficacy · strong · 29.21
- Scale · heavyweight · 5830517.7K 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.
Taehyun KimDataThe Field
Raw
49.5MInput258885.9M
27.7MOutput79899.5M
5424.9MCache-read306174.3M
328.4MCache-write6115.2M
5830.5MTotal651075.0M
$0.59Cost$3.21
Metrics
61Υ Yield0
35.9%SNR23.6%
110×Leverage1×
0.56Velocity0.31
2.0410xDEV0.07
$0.59Cost per 1M$3.21
29.21Efficiency0.38
110:1:0.56Op Ratio1:1:0.31
5830.5MTotal651075.0M