🤖⚔️🤖 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
aakulshynaARCH+ · #32326Υ Yield◆ Leads 6–4
- Υ Yield · leads 72× · 26
- Cost · cost leader · $0.58/1M
- Leverage · deep reuse · 60×
- Efficacy · strong · 15.69
- Scale · heavyweight · 8236428.6K tok
VS6–4
The FieldIGNITER · #12210.37Υ Yield
- 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.
aakulshynaDataThe Field
Raw
129.2MInput258885.9M
56.7MOutput79899.5M
7734.1MCache-read306174.3M
316.4MCache-write6115.2M
8236.4MTotal651075.0M
$0.58Cost$3.21
Metrics
26Υ Yield0
30.5%SNR23.6%
60×Leverage1×
0.44Velocity0.31
1.7810xDEV0.07
$0.58Cost per 1M$3.21
15.69Efficiency0.38
60:1:0.44Op Ratio1:1:0.31
8236.4MTotal651075.0M