🤖⚔️🤖 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
gunbyunARCH+ · #23474Υ Yield◆ Leads 6–4
- Υ Yield · leads 202× · 74
- Cost · cost leader · $0.78/1M
- Leverage · deep reuse · 91×
- Efficacy · strong · 25.46
- Scale · heavyweight · 21125205.3K 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
gunbyunDataThe Field
Raw
205.4MInput258885.9M
166.3MOutput79899.5M
18668.8MCache-read306174.3M
2084.7MCache-write6115.2M
21125.2MTotal651075.0M
$0.78Cost$3.21
Metrics
74Υ Yield0
44.7%SNR23.6%
91×Leverage1×
0.81Velocity0.31
1.9610xDEV0.07
$0.78Cost per 1M$3.21
25.46Efficiency0.38
91:1:0.81Op Ratio1:1:0.31
21125.2MTotal651075.0M