DeepSeek V3.2 Speciale vs GLM-4.6
DeepSeek vs Zhipu AI — benchmarks, pricing, and capabilities side by side.
- •DeepSeek V3.2 Speciale has the higher intelligence index (89.9 vs 72.4)
- •DeepSeek V3.2 Speciale is cheaper ($0.29 vs $0.43 per 1M input)
- •GLM-4.6 has a larger context window (203K)
| DeepSeek V3.2 Speciale | GLM-4.6 | |
|---|---|---|
| Intelligence index | 89.9 | 72.4 |
| Developer | DeepSeek | Zhipu AI |
| Type | LLM | LLM |
| Access | Open weights | Open weights |
| Context window | 163,840 tokens | 202,752 tokens |
| Input price | $0.29 / 1M | $0.43 / 1M |
| Output price | $0.43 / 1M | $1.74 / 1M |
| Speed | — | 85 tok/s |
| Released | December 1, 2025 | September 30, 2025 |
| Parameters | — | 357B (MoE) |
| Input modalities | Text | Text |
| Output modalities | Text | Text |
Shared benchmarks
DeepSeek V3.2 Speciale
GLM-4.6
AIME 2025
96.7
93.9
GPQA Diamond
87.1
81
Humanity’s Last Exam
26.1
17.2
LiveCodeBench
89.6
69.5
MMLU-Pro
86.3
82.9