deepseek-v4.1-flash-hc, high-cache optimized variant of DeepSeek V4.1-Flash. Natively supports text-image multimodal, tool calling & Agent, with 1M-token context window. Optimized for scenarios with long static prefixes and multi-turn dialogues to cut costs for high-frequency Agent workloads. Images are billed by token count with no extra vision charge.