Ling-3.0-Flash

Overview

Ling-3.0-Flash is a July 2026 release described as a 124B Mixture-of-Experts model with 5.1B active parameters per token, designed to rival much larger 1T-scale Chinese LLMs in coding, SWE-Bench, Terminal-Bench, and agent tasks.[4] It focuses on efficiency, reducing hardware requirements while still delivering strong performance for software development and autonomous agents in Chinese enterprises.[4] Positioned as a pragmatic alternative to frontier-scale models, it is attractive for APAC teams who need advanced coding assistance but have constrained infrastructure.[4]