Unverified50% confidenceOpinionExact time
For low-cost agent deployment scenarios, Ling is the recommended choice due to its extremely low activation ratio MoE and 262k context.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
8/5/2026
First Seen
Valid until: 11/3/2026
Sources
中国四大AI实验室路线对比：Qwen、DeepSeek、Moonshot、Ling战略解析
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