🤖⚔️🤖 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
Chalie AIARCH · #4987Υ Yield
- Υ Yield · leads 19× · 7
- Cost · cost leader · $0.59/1M
- Leverage · deep reuse · 33×
- Efficacy · strong · 8.58
- Scale · heavyweight · 39815993.0K 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
Chalie AIDataThe Field
Raw
1126.7MInput258885.9M
237.4MOutput79899.5M
37042.3MCache-read306174.3M
1409.7MCache-write6115.2M
39816.0MTotal651075.0M
$0.59Cost$3.21
Metrics
7Υ Yield0
17.4%SNR23.6%
33×Leverage1×
0.21Velocity0.31
1.5210xDEV0.07
$0.59Cost per 1M$3.21
8.58Efficiency0.38
33:1:0.21Op Ratio1:1:0.31
39816.0MTotal651075.0M