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GLM 4.7 vs GPT-5.4

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 4.7 and GPT-5.4.

Zhipu AI

GLM 4.7

GLM-4.7 is Z.ai’s latest flagship model, featuring upgrades in two key areas: enhanced programming capabilities and more stable multi-step reasoning/execution. It demonstrates significant improvements in executing complex agent tasks while...

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OpenAI

GPT-5.4

GPT-5.4 is OpenAI’s latest frontier model, unifying the Codex and GPT lines into a single system. It features a 1M+ token context window (922K input, 128K output) with support for...

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Technical Specifications

SpecificationGLM 4.7GPT-5.4
ProviderZhipu AIOpenAI
Context Window202,752 tokens1,050,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablebeta
API AvailableYesYes
Released Date2025-12-222026-03-05

API Pricing Comparison

Input Price per Million Tokens

GLM 4.7

$0.40

GPT-5.4

$2.50

Output Price per Million Tokens

GLM 4.7

$1.75

GPT-5.4

$15.00

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
8150.0%vsN/A
GLM 4.7
GPT-5.4
HumanEvalPython coding & logic synthesis
8200.0%vsN/A
GLM 4.7
GPT-5.4
MATHComplex mathematical problem solving
5150.0%vsN/A
GLM 4.7
GPT-5.4
GPQAGraduate-level expert reasoning
3800.0%vsN/A
GLM 4.7
GPT-5.4
HellaSwagCommonsense reasoning and inference
8350.0%vsN/A
GLM 4.7
GPT-5.4
MT-BenchMulti-turn conversation flow quality
865.0%vsN/A
GLM 4.7
GPT-5.4

GLM 4.7 Quirks & Gotchas

No developer gotchas reported.

GPT-5.4 Quirks & Gotchas

No developer gotchas reported.