2.4 Trillion Parameters, $6/1M: Qwen 3.8 Max Tested

Описание: Proprietary AI APIs charge $15 per million output tokens for frontier reasoning. Qwen 3.8 Max claims to deliver Claude-grade coding performance for $6—with total open-weight control.

In this technical breakdown, we audit Alibaba's Qwen 3.8 Max, Moonshot's Kimi K3, and Anthropic's Claude Opus 4.8. We deconstruct the 2.4 trillion parameter headline to reveal why active parameter routing matters for your inference bills, audit self-reported agentic benchmarks, and deliver a role-based decision matrix for your stack.

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