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A source-checked guide to Qwen3.8-Max-Preview covering release status, 2.4T scale, context and output limits, reasoning controls, Qwen Cloud pricing, early coding evidence, and the promised open-weight release.
Moonshot AI paused new Kimi subscriptions after Kimi K3 demand pushed GPU capacity close to the limit. Here is what sold out means, what existing users keep, and how Kimi K3 compares with Claude Opus 4.8 and GPT-5.6 Sol.
A workflow-first comparison of Ollama and LM Studio for running LLMs locally: documented APIs, platform coverage, a decision framework, how to benchmark fairly, and how to switch between them.