🤖⚔️🤖 Manus ad Manum
Compare AI Operators
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
FelixBEARER III · #4649Υ Yield
- Υ Yield · trails · 9
- Cost · cost leader · $0.49/1M
- Leverage · deep reuse · 50×
- Efficacy · strong · 12.89
- Build Archetype · amplifier
VS5–5
The FieldSEEKER I · #116442Υ Yield
- Leverage · closed loop · 300×
- Υ Yield · leads 48× · 442
- Cost · cost leader · $0.55/1M
- Velocity · fast · 1.5 o/i
- Efficacy · strong · 79.22
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.
FelixDataThe Field
Raw
11.9MInput29.8K
2.2MOutput44.0K
593.8MCache-read8.9M
16.2MCache-write470.4K
624.1MTotal9.5M
$0.49Cost$0.55
Metrics
9Υ Yield442
15.6%SNR59.6%
50×Leverage300×
0.18Velocity1.47
1.7010xDEV2.48
$0.49Cost per 1M$0.55
12.89Efficiency79.22
50:1:0.18Op Ratio300:1:1.5
624.1MTotal9.5M
Related: All-Time Leaderboard · Hall of Signal · Methodology · Yield (Υ) Cascade