🤖⚔️🤖 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
KoalaARCH+ · #31029Υ Yield◆ Leads 6–4
- Υ Yield · leads 80× · 29
- Cost · cost leader · $0.49/1M
- Leverage · deep reuse · 73×
- Efficacy · strong · 18.87
- Scale · heavyweight · 33618473.4K 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
KoalaDataThe Field
Raw
439.6MInput258885.9M
175.1MOutput79899.5M
32223.1MCache-read306174.3M
780.7MCache-write6115.2M
33618.5MTotal651075.0M
$0.49Cost$3.21
Metrics
29Υ Yield0
28.5%SNR23.6%
73×Leverage1×
0.40Velocity0.31
1.8710xDEV0.07
$0.49Cost per 1M$3.21
18.87Efficiency0.38
73:1:0.40Op Ratio1:1:0.31
33618.5MTotal651075.0M