So sánh mô hình

Ling 3.0 Flash VL is InclusionAI's open-weight multimodal MoE model (124B total / 5.5B active parameters, 128K-token context on this metered endpoint), extending the text-only Ling 3.0 Flash with native visual perception for image and video input. It is aimed at vision-grounded agentic tasks that route image and video understanding through the same reasoning pipeline used for text.

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.