🤖⚔️🤖 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
mconcatARCH · #4877Υ Yield
- Υ Yield · leads 20× · 7
- Cost · cost leader · $0.47/1M
- Leverage · deep reuse · 49×
- Efficacy · strong · 12.56
- Scale · heavyweight · 58701376.9K 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
mconcatDataThe Field
Raw
1145.9MInput258885.9M
171.2MOutput79899.5M
56119.0MCache-read306174.3M
1265.3MCache-write6115.2M
58701.4MTotal651075.0M
$0.47Cost$3.21
Metrics
7Υ Yield0
13.0%SNR23.6%
49×Leverage1×
0.15Velocity0.31
1.6910xDEV0.07
$0.47Cost per 1M$3.21
12.56Efficiency0.38
49:1:0.15Op Ratio1:1:0.31
58701.4MTotal651075.0M