Qwen 3.8 flash next is built different.

125B parameters. Only 6B active per token. And Alibaba says it trained at roughly 1/10th the cost of its previous flagship. The architecture: → 125B main parameters with just 6B activated per token → Another 51B parameters via Engram

Julian Goldie SEOAug 30

Here's a Qwen 3.8 27b NVFP4 w/ dflash2 result, medium thinking, 32k reasoning budget, 11 minute run.

Not as intricate obv. but decent

AX⚡Aug 301

Qwen 3.8 Flash Next has some wild numbers.

Here are the ones to remember: → 125B total parameters. → Only 6B active per token. → 51B engram embeddings. → 262K context out of the box. → Up to 1M tokens with YAN. → 62.5 on SWE-Bench Pro. → 73.9 on agentic office

Julian Goldie SEOAug 29

Qwen 3.8-27B is not just another free AI model.

It can handle real SEO agency workflows. You can use it to: → Read huge documents. → Analyze coaching calls. → Watch videos. → Process images. → Write code. → Build automation plans. → Create structured reports. And

Julian Goldie SEOAug 291