🤖⚔️🤖 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
Calvin WongARCH+ · #28837Υ Yield◆ Leads 6–4
- Υ Yield · leads 102× · 37
- Cost · cost leader · $0.59/1M
- Leverage · deep reuse · 77×
- Efficacy · strong · 20.34
- Scale · heavyweight · 3661806.1K tok
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.
Calvin WongDataThe Field
Raw
44.5MInput258885.9M
21.7MOutput79899.5M
3410.1MCache-read306174.3M
185.6MCache-write6115.2M
3661.8MTotal651075.0M
$0.59Cost$3.21
Metrics
37Υ Yield0
32.7%SNR23.6%
77×Leverage1×
0.49Velocity0.31
1.8810xDEV0.07
$0.59Cost per 1M$3.21
20.34Efficiency0.38
77:1:0.49Op Ratio1:1:0.31
3661.8MTotal651075.0M