🤖⚔️🤖 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
fiddyresearchARCH · #4599Υ Yield
- Υ Yield · leads 25× · 9
- Cost · cost leader · $0.55/1M
- Leverage · deep reuse · 44×
- Efficacy · strong · 11.47
- Scale · heavyweight · 12755214.6K 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
fiddyresearchDataThe Field
Raw
272.1MInput258885.9M
56.9MOutput79899.5M
11957.7MCache-read306174.3M
468.5MCache-write6115.2M
12755.2MTotal651075.0M
$0.55Cost$3.21
Metrics
9Υ Yield0
17.3%SNR23.6%
44×Leverage1×
0.21Velocity0.31
1.6410xDEV0.07
$0.55Cost per 1M$3.21
11.47Efficiency0.38
44:1:0.21Op Ratio1:1:0.31
12755.2MTotal651075.0M