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GLM 5.2 vs DeepSeek V3.2 Exp

At a glance
Zhipu AIGLM 5.2

Z.ai's frontier reasoning model for long-context agents and software engineering.

83262K ctx$1.40/$4.40 per M#16/92
DeepSeekDeepSeek V3.2 Exp

Experimental DeepSeek V3.2 variant with DeepSeek Sparse Attention.

77164K ctx$0.27/$0.41 per M#35/92
AI Output
All AI outputs

No captured outputs for these models yet.

Benchmarks
See rankings
Zhipu AIGLM 5.2
Reasoning
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Smarter
Capability
CapabilityECI83.4
Reasoning & Knowledge
Graduate Science91.9%Factual Recall38.1%
Math
Competition Math86.4%
Coding
Real-World Coding78.7%Code Editing—
DeepSeekDeepSeek V3.2 Exp
Reasoning
CodingInsufficient data
AgenticInsufficient data
ReasoningInsufficient data
MathInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Cheaper
Capability
CapabilityECI77.2
Reasoning & Knowledge
Graduate Science—Factual Recall—
Math
Competition Math—
Coding
Real-World Coding—Code Editing74.2%
Specs
Zhipu AIGLM 5.2
262K
Context
128K
Max output
Jun 2026
Released
DeepSeekDeepSeek V3.2 Exp
164K
Context
66K
Max output
Sep 2025
Released
Capabilities
Zhipu AIGLM 5.2
Vision
Audio
Reasoning
DeepSeekDeepSeek V3.2 Exp
Vision
Audio
Reasoning
Pricing
Zhipu AIGLM 5.2
Live pricing, shown before you run
Input$1.40/M tokens
Output$4.40/M tokens
Cache read$0.26/M tokens
DeepSeekDeepSeek V3.2 Exp
Live pricing, shown before you run
Input$0.27/M tokens
Output$0.41/M tokens
Chat with GLM 5.2Go to model
Chat with DeepSeek V3.2 ExpGo to model
Frequently Asked Questions: GLM 5.2 vs DeepSeek V3.2 Exp▼

Which is better, GLM 5.2 or DeepSeek V3.2 Exp?

▼

Based on the Capability Index, GLM 5.2 scores higher (83.4 vs 77.2). However, "better" depends on your use case — pricing, speed, context window, and specific capability needs all matter.

Which is cheaper, GLM 5.2 or DeepSeek V3.2 Exp?

▼

DeepSeek V3.2 Exp has a lower blended cost. GLM 5.2: $1.40 input / $4.40 output. DeepSeek V3.2 Exp: $0.27 input / $0.41 output.

Which has a larger context window, GLM 5.2 or DeepSeek V3.2 Exp?

▼

GLM 5.2 has a larger context window: GLM 5.2 supports 262K tokens vs DeepSeek V3.2 Exp at 164K tokens.

What are the key differences between GLM 5.2 and DeepSeek V3.2 Exp?

▼

Key differences: GLM 5.2 has a notably higher capability index (6.2 point gap); DeepSeek V3.2 Exp is significantly cheaper. Compare full specs on this page.

Which model should I choose for my use case?

▼

If cost is your priority, choose the cheaper option. If you need the highest intelligence for complex tasks, pick the higher-scoring model. For long documents or codebases, choose the larger context window. You can try both GLM 5.2 and DeepSeek V3.2 Exp for free on idapt.app to see which performs better for your specific needs.

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