Ling-3.1-flash brings 1M-token context to agent workflows
Ling-3.1-flash gives developers a 1M-token context window for long coding, search, office, and other agent tasks, while activating 25B of its 560B parameters per token. It routes each token through eight of 512 experts, keeping the model’s working computation smaller than its total size. The model page reports strong results across Terminal-Bench 4.0, SWE-bench Pro, GDPVal-AA V2.1, and healthcare and finance tasks.