#qwen

Qwen's September 18 model takes audio and video natively with 1M context and, by Qwen's own method, cuts per-hour audio cost 98% versus its predecessor.

Alibaba open-weighted Qwen3.8-Flash-Next on August 26. The hosted Qwen3.8-Flash is a documented, different artifact — licence, context and tools all diverge.

Seat subscriptions, prepaid token plans, monthly-reset quotas and data-for-discount tiers price the same work differently. How each shape fails under load.

A dated ledger of what shipped in early August 2026, what was only announced, and which deadlines land before month end. Announcements stay separate.

Alibaba promised Qwen3.8-Max and a 27B sibling for the week of 10 August. Updated: Max weights landed 8 August under a bespoke licence. Run these checks.

Qwen3.8-Max ships as a 2.4T-parameter MoE with 95B active and a 1M context. What the vendor benchmark table shows, and what was only promised at launch.

One week repriced the cheap end of the model market. A surface-labelled table of what Luna, Qwen3.7 Flash and DeepSeek V4 Flash now cost, and what that buys.

Qwen3.7 Flash listed at $0.03 per million input tokens on its base tier, 1M context and video input — but no published benchmarks. Where it fits in subagents.

Alibaba runs two parallel video lines: audio-native HappyHorse and open-leaning Wan 2.7. Neither is new, and their arena snapshots do not cleanly reconcile.

Alibaba previewed Qwen3.8-Max at WAIC Shanghai, claiming 2.4 trillion parameters and second only to Fable 5 — yet shipped zero benchmarks to back it.

Anthropic told US senators that Alibaba ran 28.8M Claude queries via 25,000 fake accounts, the largest model-distillation campaign it has disclosed.

US frontier-model gating is pushing global builders toward open-weight models China already dominates. Does Washington's lockdown hand Beijing the edge?

GPU spend, ops headcount, latency, and break-even volume for hosting Llama, Qwen, DeepSeek, and Mistral yourself vs API. With per-token cost curves at 4 scales.

Q2 2026 market share report on Chinese AI providers — Qwen, GLM, DeepSeek, Kimi, MiniMax, Baichuan, and Yi. Usage data, licensing, and enterprise adoption.

Qwen3 model-family guide refreshed with 2026 caveats for Qwen3.6-Max-Preview, Coder, Thinking models, and deployment strategies.