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GLM 5.2 vs DeepSeek V3

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

Original DeepSeek V3 — the model that put DeepSeek on the map.

79128K ctx$0.20/$0.80 per M#29/92
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
Math Problems—Competition Math86.4%Research Math—
Coding
Real-World Coding78.7%Code Editing—
Agentic
Task Horizon—
DeepSeekDeepSeek V3
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Cheaper
Capability
CapabilityECI78.7
Reasoning & Knowledge
Graduate Science56.5%Factual Recall—
Math
Math Problems64.9%Competition Math15.8%Research Math1.7%
Coding
Real-World Coding—Code Editing70.2%
Agentic
Task Horizon18min
Specs
Zhipu AIGLM 5.2
262K
Context
128K
Max output
Jun 2026
Released
DeepSeekDeepSeek V3
128K
Context
16K
Max output
Dec 2024
Released
Capabilities
Zhipu AIGLM 5.2
Vision
Audio
Reasoning
DeepSeekDeepSeek V3
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
Live pricing, shown before you run
Input$0.20/M tokens
Output$0.80/M tokens
Chat with GLM 5.2Go to model
Chat with DeepSeek V3Go to model
Frequently Asked Questions: GLM 5.2 vs DeepSeek V3▼

Which is better, GLM 5.2 or DeepSeek V3?

▼

Based on the Capability Index, GLM 5.2 scores higher (83.4 vs 78.7). 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?

▼

DeepSeek V3 has a lower blended cost. GLM 5.2: $1.40 input / $4.40 output. DeepSeek V3: $0.20 input / $0.80 output.

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

▼

GLM 5.2 has a larger context window: GLM 5.2 supports 262K tokens vs DeepSeek V3 at 128K tokens.

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

▼

Key differences: DeepSeek V3 is significantly cheaper; only GLM 5.2 offers extended reasoning mode. 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 for free on idapt.app to see which performs better for your specific needs.

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