🤖⚔️🤖 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
Aleksander KwiatkowskiARCH+ · #34021Υ Yield
- Υ Yield · leads 58× · 21
- Cost · cost leader · $0.48/1M
- Leverage · deep reuse · 71×
- Efficacy · strong · 18.14
- Scale · heavyweight · 7945025.6K 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
Not enough history yet — both operators need at least two snapshots to chart Υ Yield trajectory.
Aleksander KwiatkowskiDataThe Field
Raw
108.0MInput258885.9M
32.5MOutput79899.5M
7622.8MCache-read306174.3M
181.8MCache-write6115.2M
7945.0MTotal651075.0M
$0.48Cost$3.21
Metrics
21Υ Yield0
23.1%SNR23.6%
71×Leverage1×
0.30Velocity0.31
1.8510xDEV0.07
$0.48Cost per 1M$3.21
18.14Efficiency0.38
71:1:0.30Op Ratio1:1:0.31
7945.0MTotal651075.0M