🤖⚔️🤖 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
SangBum KimARCH+ · #38116Υ Yield
- Υ Yield · leads 43× · 16
- Cost · cost leader · $0.75/1M
- Leverage · deep reuse · 52×
- Efficacy · strong · 14.50
- Scale · heavyweight · 19314034.9K tok
VS4–6
The FieldIGNITER · #12210.37Υ Yield◆ Leads 6–4
- 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
SangBum KimDataThe Field
Raw
327.4MInput258885.9M
98.3MOutput79899.5M
17061.4MCache-read306174.3M
1826.9MCache-write6115.2M
19314.0MTotal651075.0M
$0.75Cost$3.21
Metrics
16Υ Yield0
23.1%SNR23.6%
52×Leverage1×
0.30Velocity0.31
1.7210xDEV0.07
$0.75Cost per 1M$3.21
14.50Efficiency0.38
52:1:0.30Op Ratio1:1:0.31
19314.0MTotal651075.0M