مقارنة النماذج

Qwen3.8 Flash is Alibaba's speed- and cost-optimized model in the Qwen3.8 family (1M-token context, up to 131K output tokens) with native text, image, and video input plus tool calling and structured outputs, released August 26, 2026. It sits below the flagship Qwen3.8 Max and is aimed at coding assistance, agentic workflows, document and codebase analysis, and long-video understanding where speed and cost matter more than peak capability.

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.