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GLM 4.5 vs GPT-4o-mini

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 4.5 and GPT-4o-mini.

Zhipu AI

GLM 4.5

GLM-4.5 is our latest flagship foundation model, purpose-built for agent-based applications. It leverages a Mixture-of-Experts (MoE) architecture and supports a context length of up to 128k tokens. GLM-4.5 delivers significantly...

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OpenAI

GPT-4o-mini

GPT-4o mini is OpenAI's newest model after [GPT-4 Omni](/models/openai/gpt-4o), supporting both text and image inputs with text outputs. As their most advanced small model, it is many multiples more affordable...

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Technical Specifications

SpecificationGLM 4.5GPT-4o-mini
ProviderZhipu AIOpenAI
Context Window131,072 tokens128,000 tokens
Agent SuitabilityN/A82/100
Time to First Token (TTFT)N/A150 ms
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-07-252024-07-18

API Pricing Comparison

Input Price per Million Tokens

GLM 4.5

$0.60

GPT-4o-mini

$0.15

Output Price per Million Tokens

GLM 4.5

$2.20

GPT-4o-mini

$0.60

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
N/Avs8200.0%
GLM 4.5
GPT-4o-mini
HumanEvalPython coding & logic synthesis
N/Avs8400.0%
GLM 4.5
GPT-4o-mini
MATHComplex mathematical problem solving
N/Avs7020.0%
GLM 4.5
GPT-4o-mini
GPQAGraduate-level expert reasoning
N/Avs4500.0%
GLM 4.5
GPT-4o-mini
HellaSwagCommonsense reasoning and inference
N/Avs8470.0%
GLM 4.5
GPT-4o-mini
MT-BenchMulti-turn conversation flow quality
N/Avs860.0%
GLM 4.5
GPT-4o-mini

GLM 4.5 Quirks & Gotchas

No developer gotchas reported.

GPT-4o-mini Quirks & Gotchas

  • โ–ธUltra-low latency โ€” best TTFT in the OpenAI lineup
  • โ–ธTool calling limited to single-step โ€” not suitable for complex agentic pipelines