🤖⚔️🤖 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
Andrea SpadavecchiaARCH+ · #26252Υ Yield◆ Leads 6–4
- Υ Yield · leads 142× · 52
- Cost · cost leader · $0.70/1M
- Leverage · deep reuse · 63×
- Efficacy · strong · 16.73
- 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.
Andrea SpadavecchiaDataThe Field
Raw
2.1MInput258885.9M
1.7MOutput79899.5M
130.9MCache-read306174.3M
7.3MCache-write6115.2M
142.0MTotal651075.0M
$0.70Cost$3.21
Metrics
52Υ Yield0
45.3%SNR23.6%
63×Leverage1×
0.83Velocity0.31
1.8010xDEV0.07
$0.70Cost per 1M$3.21
16.73Efficiency0.38
63:1:0.83Op Ratio1:1:0.31
142.0MTotal651075.0M