🤖⚔️🤖 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
2DCARCH+ · #42012Υ Yield
- Υ Yield · leads 32× · 12
- Cost · cost leader · $0.53/1M
- Leverage · deep reuse · 46×
- Efficacy · strong · 11.95
- Regime · archival sponge
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.
2DCDataThe Field
Raw
7.9MInput258885.9M
2.0MOutput79899.5M
366.1MCache-read306174.3M
11.2MCache-write6115.2M
387.2MTotal651075.0M
$0.53Cost$3.21
Metrics
12Υ Yield0
20.2%SNR23.6%
46×Leverage1×
0.25Velocity0.31
1.6610xDEV0.07
$0.53Cost per 1M$3.21
11.95Efficiency0.38
46:1:0.25Op Ratio1:1:0.31
387.2MTotal651075.0M