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GLM 5.2 vs o3

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
OpenAIo3

OpenAI's most powerful reasoning model — top across math, coding, and science.

79200K ctx$2.00/$8.00 per M#27/92
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
SmarterCheaper
Capability
CapabilityECI83.4
Reasoning & Knowledge
Graduate Science91.9%Expert-Level—Factual Recall38.1%
Math
Math Problems—Competition Math86.4%Research Math—
Coding
Real-World Coding78.7%Code Editing—
Agentic
Novel Reasoning—Task Horizon—
OpenAIo3
Reasoning
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Capability
CapabilityECI79.2
Reasoning & Knowledge
Graduate Science81.8%Expert-Level20.3%Factual Recall53.0%
Math
Math Problems97.8%Competition Math83.9%Research Math18.7%
Coding
Real-World Coding62.3%Code Editing81.3%
Agentic
Novel Reasoning6.5%Task Horizon1.5h
Specs
Zhipu AIGLM 5.2
262K
Context
128K
Max output
Jun 2026
Released
OpenAIo3
200K
Context
100K
Max output
Apr 2025
Released
Capabilities
Zhipu AIGLM 5.2
Vision
Audio
Reasoning
OpenAIo3
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
OpenAIo3
Live pricing, shown before you run
Input$2.00/M tokens
Output$8.00/M tokens
Cache read$0.50/M tokens
Web search$0.01/search
Chat with GLM 5.2Go to model
Chat with o3Go to model
Frequently Asked Questions: GLM 5.2 vs o3▼

Which is better, GLM 5.2 or o3?

▼

Based on the Capability Index, GLM 5.2 scores higher (83.4 vs 79.2). However, "better" depends on your use case — pricing, speed, context window, and specific capability needs all matter.

Which is cheaper, GLM 5.2 or o3?

▼

GLM 5.2 has a lower blended cost. GLM 5.2: $1.40 input / $4.40 output. o3: $2.00 input / $8.00 output.

Which has a larger context window, GLM 5.2 or o3?

▼

GLM 5.2 has a larger context window: GLM 5.2 supports 262K tokens vs o3 at 200K tokens.

Do both GLM 5.2 and o3 support vision?

▼

o3 supports vision/image input, but GLM 5.2 does not.

Which has better coding performance, GLM 5.2 or o3?

▼

GLM 5.2 scores higher on SWE-bench Verified: GLM 5.2 resolves 79% vs o3 at 62%.

What are the key differences between GLM 5.2 and o3?

▼

Key differences: only o3 supports vision input. 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 o3 for free on idapt.app to see which performs better for your specific needs.

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