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Jev After Eight Days of Independent Tests: Level With Mid-Price LLMs, Behind the Frontier

Jev matches mid-price LLMs but trails leading models, indicating competitive performance limits.

Steady
Signal score
41
as of 1d ago
Sources
4
agreeing on jev
Trajectory
⏳ Too early
needs a few more snapshots

Why this scored 41

every term, weighted
Velocity+0.0 / 40

Engagement gained per hour since the last capture, against the fastest item on its own source

Acceleration+12.5 / 25

Whether that velocity is itself speeding up, as a per-hour rate

Cross-source spread+18.8 / 25

How many independent communities are talking about the same entity

Recency+9.9 / 10

Decays to zero over 14 days

Saturation penalty+0.0 / 30

Subtracted once something is big and old — we rank what's next, not what's peaked

Composite41.2

Weights are hand-tuned, not learned — we're calibrating them against realized trends as history accumulates. On a topic's first sighting there's no previous reading to compare against, so acceleration starts from a neutral prior rather than a measurement, and velocity falls back to engagement over its whole lifetime until a second reading exists. Full methodology

Signal history

7-day window (free)
4142

Entities

jevgemma
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