Comprehensive side-by-side LLM comparison
DeepSeek-V3.2 Thinking offers 3.9K more tokens in context window than GLM-4.5 Air. GLM-4.5 Air is $2.64 cheaper per million tokens. Both models have their strengths depending on your specific coding needs.
DeepSeek
DeepSeek-V3.2-Exp (DeepSeek-V3.2 Thinking), released by DeepSeek in September 2025, is the experimental preview release of the DeepSeek-V3.2 model featuring 685 billion total parameters and integrated thinking capabilities. It introduced the architecture and training approaches that became the foundation of the final V3.2 release, including thinking in tool-use and hybrid reasoning modes.
Zhipu AI
GLM-4.5 Air is a lightweight variant from Zhipu AI's GLM-4 model family, designed for efficient deployments requiring lower inference cost while maintaining strong language understanding and generation capabilities. It targets cost-sensitive production workloads, API integrations, and applications where the full GLM-4.x series capacity exceeds requirements.
2 months newer
GLM-4.5 Air
Zhipu AI
2025-07-28

DeepSeek-V3.2 Thinking
DeepSeek
2025-09-29
Cost per million tokens (USD)
DeepSeek-V3.2 Thinking
GLM-4.5 Air
Context window and performance specifications
Available providers and their performance metrics
DeepSeek-V3.2 Thinking
DeepSeek
GLM-4.5 Air
DeepSeek-V3.2 Thinking
GLM-4.5 Air
DeepSeek-V3.2 Thinking
GLM-4.5 Air
Zhipu AI