LLM Model

| Model                | Total | Active | Context | Vision |

|--------------------|---------|---------|-----------|--------|

| GLM-5.3-Flash | 320B  | 18B    | 1.3M     | Yes    |

| GLM-5.2           | 744B  | 40B    | 1M        | No     |

| Kimi-K2.6         | 1T      | 32B    | 256K     | Yes    |

Key Takeaways

GLM-5.3-Flash: Cheapest to run, longest context. Best for massive document processing and cost-sensitive workloads.

GLM-5.2: Best coding/reasoning in the GLM family. 1M context but no vision. Good for deep technical work.

Kimi-K2.6: Frontier-scale (1T params), strongest agentic capabilities. Best for autonomous agents and multimodal coding tasks.

Recommendation

- Long docs + cheap → GLM-5.3-Flash

- Deep coding → GLM-5.2

- Multimodal agents → Kimi-K2.6