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Tag: #model-evaluationClear tag

Qwen3.8 27B: The New Local-Model Benchmark — Just Turn Off the Default Reasoning First

A 17GB quantized file scores 52 on Artificial Analysis and draws the best local-model pelican ever — yet Simon Willison clocked the same task at 21 minutes on the default setting versus 137 seconds with reasoning off. Here's what Qwen3.8 27B can really do, the quantified evidence of its overthinking, and how to tune reasoning_effort.

llmmodel-evaluation+4

ai-tutorialsAug 18, 20264 min

449

One Prompt, 11 Models, a 200x Spread

Netlify ran the same coffee-shop prompt through 11 frontier models using its open-sourced AXIS framework. Credit spend ranged from 2.4 to 519 — and the price tag turned out to be the least interesting part.

claudeai-coding+8

ai-tutorialsAug 14, 202613 min

245