🤖⚔️🤖 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
Matsumoto KazutakaARCH+ · #33522Υ Yield◆ Leads 6–4
- Υ Yield · leads 61× · 22
- Cost · cost leader · $0.55/1M
- Leverage · deep reuse · 56×
- Efficacy · strong · 14.68
- Scale · heavyweight · 5573463.3K 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
Not enough history yet — both operators need at least two snapshots to chart Υ Yield trajectory.
Matsumoto KazutakaDataThe Field
Raw
93.4MInput258885.9M
37.1MOutput79899.5M
5269.0MCache-read306174.3M
174.1MCache-write6115.2M
5573.5MTotal651075.0M
$0.55Cost$3.21
Metrics
22Υ Yield0
28.4%SNR23.6%
56×Leverage1×
0.40Velocity0.31
1.7510xDEV0.07
$0.55Cost per 1M$3.21
14.68Efficiency0.38
56:1:0.40Op Ratio1:1:0.31
5573.5MTotal651075.0M