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Qwen 3.8 27B is excellent, but it defaults to overthinking things

Qwen 3.8 27B shows strong performance but tends to overthink, affecting response speed.

Steady

28

signal score

as of 7d ago

🔗 2

sources · qwen

Too early

trajectory — needs a few more snapshots

Why this scored 28

every term, weighted
Velocity+0.0 / 40 max

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

Acceleration+11.3 / 25 max

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

Cross-source spread+12.5 / 25 max

How many independent communities are talking about the same entity

Recency+7.9 / 10 max

Decays to zero over 14 days

Saturation penalty3.8 / 30 max

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

Composite27.9

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)
Not enough history yet — the trend line fills in as snapshots accrue (every 30 min).

Entities

qwen
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