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GLM 5.1 vs GPT-4o

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 5.1 and GPT-4o.

Zhipu AI

GLM 5.1

GLM-5.1 delivers a major leap in coding capability, with particularly significant gains in handling long-horizon tasks. Unlike previous models built around minute-level interactions, GLM-5.1 can work independently and continuously on...

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OpenAI

GPT-4o

GPT-4o ("o" for "omni") is OpenAI's latest AI model, supporting both text and image inputs with text outputs. It maintains the intelligence level of [GPT-4 Turbo](/models/openai/gpt-4-turbo) while being twice as...

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Technical Specifications

SpecificationGLM 5.1GPT-4o
ProviderZhipu AIOpenAI
Context Window202,752 tokens128,000 tokens
Agent SuitabilityN/A90/100
Time to First Token (TTFT)N/A280 ms
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-04-072024-05-13

API Pricing Comparison

Input Price per Million Tokens

GLM 5.1

$0.97

GPT-4o

$2.50

Output Price per Million Tokens

GLM 5.1

$3.04

GPT-4o

$10.00

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
8800.0%vs8870.0%
GLM 5.1
GPT-4o
HumanEvalPython coding & logic synthesis
8950.0%vs9020.0%
GLM 5.1
GPT-4o
MATHComplex mathematical problem solving
7700.0%vs7660.0%
GLM 5.1
GPT-4o
GPQAGraduate-level expert reasoning
5100.0%vs5360.0%
GLM 5.1
GPT-4o
HellaSwagCommonsense reasoning and inference
8850.0%vs8870.0%
GLM 5.1
GPT-4o
MT-BenchMulti-turn conversation flow quality
920.0%vs930.0%
GLM 5.1
GPT-4o

GLM 5.1 Quirks & Gotchas

No developer gotchas reported.

GPT-4o Quirks & Gotchas

  • โ–ธStrong multimodal performance โ€” best vision+tool calling combo
  • โ–ธLegacy model โ€” migrate to GPT-5 for latest improvements