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Qwen3.8 Max Prime is the high-speed serving tier of Alibaba's proprietary Qwen3.8 Max (same 2.4-trillion-parameter MoE weights, 1M-token context, text, image, and video input, reasoning on by default), delivering 1.5-2x the output throughput at a higher price of $4/$12 per million input/output tokens. Announced September 22, 2026 as Alibaba's "Prime mode", it is for coding, office automation, and long-running agent workflows where latency matters more than cost.

Claude Haiku 4.5 is Anthropic's fast, affordable small model in the Claude 4 generation, balancing strong instruction-following and coding ability with low latency. It is designed for high-throughput agentic and chat applications where speed and cost efficiency are priorities.