Early access — cascade metrics are real (derived from canonical token telemetry); the operator field is a curated seed. Learn more about the data
🤖⚔️🤖 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
vs
Operator B
SangBum KimARCH+ · #38116Υ Yield
  • Υ Yield · leads 43× · 16
  • Cost · cost leader · $0.75/1M
  • Leverage · deep reuse · 52×
  • Efficacy · strong · 14.50
  • Scale · heavyweight · 19314034.9K tok
VS46
The FieldIGNITER · #12210.37Υ Yield◆ Leads 64
  • Υ Yield · trails · 0
  • Scale · heavyweight · 651074953.4K tok
  • Regime · transient
  • Leverage · light reuse · 1×
Raw shapeInput ↑Output ↑CR ↑CW ↑Total ↑Cost ↓SangBum KimThe Field↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Metric shapeΥ Yield ↑Leverage ↑SNR ↑Velocity ↑10xDEV ↑Efficacy ↑$/1M ↓Op Ratio ↑SangBum KimThe Field↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Υ YIELD · OVERTIMESangBum KimThe FieldField avg-4281420Field avg 28.515.707-0507-13
SangBum KimDataThe Field
Raw
327.4MInput258885.9M
98.3MOutput79899.5M
17061.4MCache-read306174.3M
1826.9MCache-write6115.2M
19314.0MTotal651075.0M
$0.75Cost$3.21
Metrics
16Υ Yield0
23.1%SNR23.6%
52×Leverage
0.30Velocity0.31
1.7210xDEV0.07
$0.75Cost per 1M$3.21
14.50Efficiency0.38
52:1:0.30Op Ratio1:1:0.31
19314.0MTotal651075.0M
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