🤖⚔️🤖 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
Matija SokolARCH+ · #30532Υ Yield◆ Leads 6–4
- Υ Yield · leads 87× · 32
- Cost · cost leader · $0.76/1M
- Leverage · deep reuse · 50×
- Efficacy · strong · 13.49
- Regime · archival sponge
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.
Matija SokolDataThe Field
Raw
3.9MInput258885.9M
2.5MOutput79899.5M
191.1MCache-read306174.3M
14.6MCache-write6115.2M
212.0MTotal651075.0M
$0.76Cost$3.21
Metrics
32Υ Yield0
39.2%SNR23.6%
50×Leverage1×
0.64Velocity0.31
1.7010xDEV0.07
$0.76Cost per 1M$3.21
13.49Efficiency0.38
50:1:0.64Op Ratio1:1:0.31
212.0MTotal651075.0M