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GLM 5.2 vs GPT 5.1

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
OpenAIGPT 5.1

Frontier-grade model with strong general-purpose reasoning.

82400K ctx$1.25/$10.00 per M#21/92
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%Factual Recall38.1%
Math
Competition Math86.4%Research Math—
Coding
Real-World Coding78.7%
Agentic
Terminal Tasks—Novel Reasoning—
OpenAIGPT 5.1
Reasoning
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Capability
CapabilityECI81.6
Reasoning & Knowledge
Graduate Science87.6%Factual Recall48.9%
Math
Competition Math88.6%Research Math31.0%
Coding
Real-World Coding68.0%
Agentic
Terminal Tasks47.6%Novel Reasoning17.6%
Specs
Zhipu AIGLM 5.2
262K
Context
128K
Max output
Jun 2026
Released
OpenAIGPT 5.1
400K
Context
128K
Max output
Nov 2025
Released
Capabilities
Zhipu AIGLM 5.2
Vision
Audio
Reasoning
OpenAIGPT 5.1
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
OpenAIGPT 5.1
Live pricing, shown before you run
Input$1.25/M tokens
Output$10.00/M tokens
Cache read$0.13/M tokens
Web search$0.01/search
Chat with GLM 5.2Go to model
Chat with GPT 5.1Go to model
Frequently Asked Questions: GLM 5.2 vs GPT 5.1▼

Which is better, GLM 5.2 or GPT 5.1?

▼

Based on the Capability Index, GLM 5.2 scores higher (83.4 vs 81.6). However, "better" depends on your use case — pricing, speed, context window, and specific capability needs all matter.

Which is cheaper, GLM 5.2 or GPT 5.1?

▼

GLM 5.2 has a lower blended cost. GLM 5.2: $1.40 input / $4.40 output. GPT 5.1: $1.25 input / $10.00 output.

Which has a larger context window, GLM 5.2 or GPT 5.1?

▼

GPT 5.1 has a larger context window: GLM 5.2 supports 262K tokens vs GPT 5.1 at 400K tokens.

Do both GLM 5.2 and GPT 5.1 support vision?

▼

GPT 5.1 supports vision/image input, but GLM 5.2 does not.

Which has better coding performance, GLM 5.2 or GPT 5.1?

▼

GLM 5.2 scores higher on SWE-bench Verified: GLM 5.2 resolves 79% vs GPT 5.1 at 68%.

What are the key differences between GLM 5.2 and GPT 5.1?

▼

Key differences: only GPT 5.1 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 GPT 5.1 for free on idapt.app to see which performs better for your specific needs.

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