Moonshot AI released the weights and infrastructure for Kimi K3. While the model rivals top frontier systems on popular benchmarks, independent tests reveal significant deficits in math and cybersecurity. These gaps suggest the model relies on distillation. Developers should verify performance on specialized tasks before deploying this open-weights alternative to proprietary systems.