🤖⚔️🤖 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
tHeSiDIGNITER III · #16155Υ Yield
- Leverage · closed loop · 151×
- Υ Yield · trails · 155
- Cost · cost leader · $0.55/1M
- Velocity · fast · 1.0 o/i
- Efficacy · strong · 39.51
VS0–10
The FieldSEEKER I · #113461Υ Yield◆ Leads 10–0
- Leverage · closed loop · 350×
- Υ Yield · leads 3.0× · 461
- Cost · cost leader · $0.48/1M
- Velocity · fast · 1.3 o/i
- Efficacy · strong · 90.98
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
tHeSiDDataThe Field
Raw
324.3KInput13.6M
334.0KOutput17.9M
48.8MCache-read4763.9M
2.1MCache-write174.9M
51.6MTotal4970.4M
$0.55Cost$0.48
Metrics
155Υ Yield461
50.7%SNR56.8%
151×Leverage350×
1.03Velocity1.32
2.1810xDEV2.54
$0.55Cost per 1M$0.48
39.51Efficiency90.98
151:1:1.0Op Ratio350:1:1.3
51.6MTotal4970.4M
Related: All-Time Leaderboard · Hall of Signal · Methodology · Yield (Υ) Cascade