Comprehensive side-by-side LLM comparison
GLM-4.7 offers 68.1K more tokens in context window than DeepSeek-V3.2-Speciale. Both models have similar pricing. Both models have their strengths depending on your specific coding needs.
DeepSeek
DeepSeek-V3.2-Speciale is a high-compute variant of DeepSeek-V3.2 with 685 billion total parameters, made available for a limited period in December 2025. It was released without tool-calling support but demonstrated exceptional reasoning performance, achieving gold-medal results in the 2025 IMO and IOI competitions. DeepSeek-V3.2-Speciale targets research and benchmarking use cases requiring maximum reasoning capability under an 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.
21 days newer

DeepSeek-V3.2-Speciale
DeepSeek
2025-12
GLM-4.7
Zhipu AI
2025-12-22
Cost per million tokens (USD)
DeepSeek-V3.2-Speciale
GLM-4.7
Context window and performance specifications
Available providers and their performance metrics
DeepSeek-V3.2-Speciale
DeepSeek
GLM-4.7
DeepSeek-V3.2-Speciale
GLM-4.7
DeepSeek-V3.2-Speciale
GLM-4.7
Zhipu AI