🤖⚔️🤖 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
kidevelopARCH+ · #31828Υ Yield
- Leverage · closed loop · 195×
- Υ Yield · leads 76× · 28
- Cost · cost leader · $0.46/1M
- Efficacy · strong · 50.89
- Scale · heavyweight · 3847149.4K tok
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.
kidevelopDataThe Field
Raw
18.8MInput258885.9M
2.7MOutput79899.5M
3675.8MCache-read306174.3M
149.9MCache-write6115.2M
3847.1MTotal651075.0M
$0.46Cost$3.21
Metrics
28Υ Yield0
12.4%SNR23.6%
195×Leverage1×
0.14Velocity0.31
2.2910xDEV0.07
$0.46Cost per 1M$3.21
50.89Efficiency0.38
195:1:0.14Op Ratio1:1:0.31
3847.1MTotal651075.0M