🤖⚔️🤖 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
sejun3232ARCH+ · #40913Υ Yield◆ Leads 6–4
- Υ Yield · leads 34× · 13
- Cost · cost leader · $0.57/1M
- Leverage · deep reuse · 40×
- Efficacy · strong · 10.49
- 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.
sejun3232DataThe Field
Raw
13.2MInput258885.9M
4.1MOutput79899.5M
534.4MCache-read306174.3M
16.4MCache-write6115.2M
568.1MTotal651075.0M
$0.57Cost$3.21
Metrics
13Υ Yield0
23.7%SNR23.6%
40×Leverage1×
0.31Velocity0.31
1.6110xDEV0.07
$0.57Cost per 1M$3.21
10.49Efficiency0.38
40:1:0.31Op Ratio1:1:0.31
568.1MTotal651075.0M