DeepSeek-V3.2-Exp vs GLM-4.7 Comparison
Comparing DeepSeek-V3.2-Exp and GLM-4.7 across benchmarks, pricing, and capabilities.
Performance Benchmarks
Comparative analysis across standard metrics
DeepSeek-V3.2-Exp outperforms in 2 benchmarks (MMLU-Pro, Terminal-Bench), while GLM-4.7 is better at 7 benchmarks (AIME 2025, BrowseComp, BrowseComp-zh, GPQA, Humanity's Last Exam, SWE-bench Multilingual, SWE-Bench Verified).
GLM-4.7 significantly outperforms across most benchmarks.
Arena Performance
Human preference votes
Pricing Analysis
Price comparison per million tokens
For input processing, DeepSeek-V3.2-Exp ($0.27/1M tokens) is 2.2x cheaper than GLM-4.7 ($0.60/1M tokens).
For output processing, DeepSeek-V3.2-Exp ($0.41/1M tokens) is 5.4x cheaper than GLM-4.7 ($2.20/1M tokens).
In conclusion, GLM-4.7 is more expensive than DeepSeek-V3.2-Exp.*
* Using a 3:1 ratio of input to output tokens
Model Size
Parameter count comparison
DeepSeek-V3.2-Exp has 327.0B more parameters than GLM-4.7, making it 91.3% larger.
Context Window
Maximum input and output token capacity
GLM-4.7 accepts 202,800 input tokens compared to DeepSeek-V3.2-Exp's 163,840 tokens. GLM-4.7 can generate longer responses up to 131,072 tokens, while DeepSeek-V3.2-Exp is limited to 65,536 tokens.
Input Capabilities
Supported data types and modalities
GLM-4.7 supports multimodal inputs, whereas DeepSeek-V3.2-Exp does not.
GLM-4.7 can handle both text and other forms of data like images, making it suitable for multimodal applications.
DeepSeek-V3.2-Exp
GLM-4.7
License
Usage and distribution terms
Both models are licensed under MIT.
Both models share the same licensing terms, providing consistent usage rights.
MIT
Open weights
MIT
Open weights
Release Timeline
When each model was launched
DeepSeek-V3.2-Exp was released on 2025-09-29, while GLM-4.7 was released on 2025-12-22.
GLM-4.7 is 3 months newer than DeepSeek-V3.2-Exp.
Sep 29, 2025
5 months ago
Dec 22, 2025
2 months ago
2mo newerKnowledge Cutoff
When training data ends
Neither model specifies a knowledge cutoff date.
Unable to compare the recency of their training data.
Provider Availability
DeepSeek-V3.2-Exp is available from Novita. GLM-4.7 is available from Fireworks, Novita. The availability of providers can affect quality of the model and reliability.
DeepSeek-V3.2-Exp
GLM-4.7
Outputs Comparison
Key Takeaways
DeepSeek-V3.2-Exp
View detailsDeepSeek
GLM-4.7
View detailsZhipu AI
Detailed Comparison
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