🤖⚔️🤖 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
Harsh AgrawalARCH+ · #36119Υ Yield
- Υ Yield · leads 51× · 19
- Cost · cost leader · $0.49/1M
- Leverage · deep reuse · 92×
- Efficacy · strong · 24.05
- 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.
Harsh AgrawalDataThe Field
Raw
2.0MInput258885.9M
403.8KOutput79899.5M
185.5MCache-read306174.3M
7.3MCache-write6115.2M
195.2MTotal651075.0M
$0.49Cost$3.21
Metrics
19Υ Yield0
16.7%SNR23.6%
92×Leverage1×
0.20Velocity0.31
1.9710xDEV0.07
$0.49Cost per 1M$3.21
24.05Efficiency0.38
92:1:0.20Op Ratio1:1:0.31
195.2MTotal651075.0M