Comprehensive side-by-side LLM comparison
GLM-4.7 offers 68.1K more tokens in context window than DeepSeek-V3.1. Both models have similar pricing. Both models have their strengths depending on your specific coding needs.
DeepSeek
DeepSeek-V3.1, released by DeepSeek in August 2025, is a hybrid large language model with 671 billion total parameters (37 billion active) that unifies the capabilities of DeepSeek-V3 and DeepSeek-R1 in a single model. It features a 128K token context window and supports both direct generation and extended reasoning modes selectable via the chat template. DeepSeek-V3.1 targets general-purpose tasks, coding, and complex reasoning under an open MIT license.
Zhipu AI
GLM-4.7, released by Zhipu AI on December 22, 2025, is a large language model with approximately 400 billion parameters from the GLM-4 family, designed for deep mathematical reasoning, multi-file software engineering, and stable agentic orchestration. It features a 200K token context window and 128K maximum output tokens, supporting extended code and analysis generation. GLM-4.7 targets advanced open-source deployments under an MIT license via Zhipu AI's Z.ai platform.
4 months newer

DeepSeek-V3.1
DeepSeek
2025-08-21
GLM-4.7
Zhipu AI
2025-12-22
Cost per million tokens (USD)
DeepSeek-V3.1
GLM-4.7
Context window and performance specifications
Available providers and their performance metrics
DeepSeek-V3.1
DeepSeek
GLM-4.7
DeepSeek-V3.1
GLM-4.7
DeepSeek-V3.1
GLM-4.7
Zhipu AI