Ant's Ling-3.2-flash: 560B-Parameter Multimodal Model Claims to Beat Claude Opus 5
realmrfakename · x · 2026-11-06
Ant Ling released Ling-3.2-flash, a natively multimodal MoE model with 560B total / 25B active parameters, targeting complex visual understanding, long-horizon multimodal agents, 3D interaction and medical intelligence. Release evals claim wins over Claude Opus 5 (max) on OmniDocBench1.5 (92.21 vs 90.56), ZEROBench(Sub) (43.71 vs 39.52) and Vision2Web (85.86 vs 80.20), with charts benchmarking against GPT-5.6-Sol, Kimi K3, GLM-5.3-Flash and DeepSeek-V4.1. Official numbers, pending third-party verification.
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