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GPT 4.1 Mini vs GLM 5.2

At a glance
OpenAIGPT 4.1 Mini

Mid-sized model competitive with GPT-4o at lower latency and cost.

691.0M ctx$0.40/$1.60 per M#58/92
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
AI Output
All AI outputs

No captured outputs for these models yet.

Benchmarks
See rankings
OpenAIGPT 4.1 Mini
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Cheaper
Capability
CapabilityECI68.9
Reasoning & Knowledge
Graduate Science65.8%Factual Recall—
Math
Math Problems87.3%Competition Math44.7%Research Math4.5%
Coding
Real-World Coding—Code Editing32.4%
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—
Specs
OpenAIGPT 4.1 Mini
1.0M
Context
33K
Max output
Apr 2025
Released
Zhipu AIGLM 5.2
262K
Context
128K
Max output
Jun 2026
Released
Capabilities
OpenAIGPT 4.1 Mini
Vision
Audio
Reasoning
Zhipu AIGLM 5.2
Vision
Audio
Reasoning
Pricing
OpenAIGPT 4.1 Mini
Live pricing, shown before you run
Input$0.40/M tokens
Output$1.60/M tokens
Cache read$0.10/M tokens
Web search$0.01/search
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
Chat with GPT 4.1 MiniGo to model
Chat with GLM 5.2Go to model
Frequently Asked Questions: GPT 4.1 Mini vs GLM 5.2▼

Which is better, GPT 4.1 Mini or GLM 5.2?

▼

Based on the Capability Index, GLM 5.2 scores higher (83.4 vs 68.9). However, "better" depends on your use case — pricing, speed, context window, and specific capability needs all matter.

Which is cheaper, GPT 4.1 Mini or GLM 5.2?

▼

GPT 4.1 Mini has a lower blended cost. GPT 4.1 Mini: $0.40 input / $1.60 output. GLM 5.2: $1.40 input / $4.40 output.

Which has a larger context window, GPT 4.1 Mini or GLM 5.2?

▼

GPT 4.1 Mini has a larger context window: GPT 4.1 Mini supports 1M tokens vs GLM 5.2 at 262K tokens.

Do both GPT 4.1 Mini and GLM 5.2 support vision?

▼

GPT 4.1 Mini supports vision/image input, but GLM 5.2 does not.

What are the key differences between GPT 4.1 Mini and GLM 5.2?

▼

Key differences: GLM 5.2 has a notably higher capability index (14.5 point gap); GPT 4.1 Mini is significantly cheaper; only GPT 4.1 Mini supports vision input; 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 GPT 4.1 Mini and GLM 5.2 for free on idapt.app to see which performs better for your specific needs.

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