🤖⚔️🤖 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
Ankit Sonal PrasadARCH+ · #43211Υ Yield
- Υ Yield · leads 29× · 11
- Cost · cost leader · $0.44/1M
- Leverage · deep reuse · 65×
- Efficacy · strong · 16.57
- Scale · heavyweight · 18263954.5K 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
Ankit Sonal PrasadDataThe Field
Raw
271.5MInput258885.9M
44.1MOutput79899.5M
17630.1MCache-read306174.3M
318.3MCache-write6115.2M
18264.0MTotal651075.0M
$0.44Cost$3.21
Metrics
11Υ Yield0
14.0%SNR23.6%
65×Leverage1×
0.16Velocity0.31
1.8110xDEV0.07
$0.44Cost per 1M$3.21
16.57Efficiency0.38
65:1:0.16Op Ratio1:1:0.31
18264.0MTotal651075.0M