🤖⚔️🤖 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
Abhimanyu khoslaARCH · #4579Υ Yield
- Υ Yield · leads 25× · 9
- Cost · cost leader · $0.68/1M
- Leverage · deep reuse · 34×
- Efficacy · strong · 9.19
- 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.
Abhimanyu khoslaDataThe Field
Raw
14.5MInput258885.9M
3.9MOutput79899.5M
494.7MCache-read306174.3M
33.0MCache-write6115.2M
546.0MTotal651075.0M
$0.68Cost$3.21
Metrics
9Υ Yield0
21.2%SNR23.6%
34×Leverage1×
0.27Velocity0.31
1.5310xDEV0.07
$0.68Cost per 1M$3.21
9.19Efficiency0.38
34:1:0.27Op Ratio1:1:0.31
546.0MTotal651075.0M