🤖⚔️🤖 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
Gabriele FrancescuttoARCH+ · #24464Υ Yield◆ Leads 6–4
- Υ Yield · leads 177× · 64
- Cost · cost leader · $0.66/1M
- Leverage · deep reuse · 71×
- Efficacy · strong · 18.78
- 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.
Gabriele FrancescuttoDataThe Field
Raw
2.4MInput258885.9M
2.2MOutput79899.5M
168.5MCache-read306174.3M
7.8MCache-write6115.2M
180.9MTotal651075.0M
$0.66Cost$3.21
Metrics
64Υ Yield0
47.6%SNR23.6%
71×Leverage1×
0.91Velocity0.31
1.8510xDEV0.07
$0.66Cost per 1M$3.21
18.78Efficiency0.38
71:1:0.91Op Ratio1:1:0.31
180.9MTotal651075.0M