🤖⚔️🤖 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
hyunjaeARCH+ · #27443Υ Yield
- Leverage · closed loop · 143×
- Υ Yield · leads 117× · 43
- Cost · cost leader · $0.40/1M
- Efficacy · strong · 36.28
- Scale · heavyweight · 34838773.2K 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
hyunjaeDataThe Field
Raw
238.4MInput258885.9M
71.2MOutput79899.5M
34041.4MCache-read306174.3M
487.7MCache-write6115.2M
34838.8MTotal651075.0M
$0.40Cost$3.21
Metrics
43Υ Yield0
23.0%SNR23.6%
143×Leverage1×
0.30Velocity0.31
2.1510xDEV0.07
$0.40Cost per 1M$3.21
36.28Efficiency0.38
143:1:0.30Op Ratio1:1:0.31
34838.8MTotal651075.0M