KAT

not enough data experience index ▼ 8.5 Confidence: not enough data

As of 2026-09-05 14:00:03 UTC, the KAT family has insufficient qualifying feedback for a 7-day experience score. Current sample size: 1.

Data window: 2026-08-29 14:00:03 to 2026-09-05 14:00:03 UTC · Scoring method: experience_score_v2.

30-day experience score

304050607030-day average: 52.035.008-0108-0808-1608-2308-30

By experience dimension

General text not enough data n=0
Coding not enough data n=1
Reasoning not enough data n=0
Image / vision not enough data n=0
Video generation not enough data n=0
Roleplay / creative not enough data n=0
Safety & refusals not enough data n=0
Speed & latency not enough data n=0
Local deploy not enough data n=0

Top positive drivers

  • coding quality Coding ×1

Top negative drivers

    What users are saying

    Selected from the latest 7 days, prioritizing recency, evidence quality, confidence, and engagement.

    “KAT-Coder-V2.5-Dev is pretty strong at coding”

    via Reddit · Coding · 2026-09-04

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