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GLM 5.2 vs o4 Mini Deep Research

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for GLM 5.2 and o4 Mini Deep Research.

Zhipu AI

GLM 5.2

GLM 5.2 is a large-scale reasoning model from Z.ai. It supports text input and output with a 1M-token context window, and is suited for long-horizon agent workflows, project-level software engineering,...

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OpenAI

o4 Mini Deep Research

o4-mini-deep-research is OpenAI's faster, more affordable deep research model—ideal for tackling complex, multi-step research tasks. Note: This model always uses the 'web_search' tool which adds additional cost.

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Technical Specifications

SpecificationGLM 5.2o4 Mini Deep Research
ProviderZhipu AIOpenAI
Context Window1,048,576 tokens200,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitybetastable
API AvailableYesYes
Released Date2026-06-162025-10-10

API Pricing Comparison

Input Price per Million Tokens

GLM 5.2

$0.93

o4 Mini Deep Research

$2.00

Output Price per Million Tokens

GLM 5.2

$3.00

o4 Mini Deep Research

$8.00

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
8950.0%vsN/A
GLM 5.2
o4 Mini Deep Research
HumanEvalPython coding & logic synthesis
9120.0%vsN/A
GLM 5.2
o4 Mini Deep Research
MATHComplex mathematical problem solving
8050.0%vsN/A
GLM 5.2
o4 Mini Deep Research
GPQAGraduate-level expert reasoning
5350.0%vsN/A
GLM 5.2
o4 Mini Deep Research
HellaSwagCommonsense reasoning and inference
8980.0%vsN/A
GLM 5.2
o4 Mini Deep Research
MT-BenchMulti-turn conversation flow quality
930.0%vsN/A
GLM 5.2
o4 Mini Deep Research

GLM 5.2 Quirks & Gotchas

No developer gotchas reported.

o4 Mini Deep Research Quirks & Gotchas

No developer gotchas reported.