← Back to Model Hub/SIDE-BY-SIDE REVIEW
SHARE THIS:

GLM 5 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 5 and GPT-5.4.

Zhipu AI

GLM 5

GLM-5 is Z.ai’s flagship open-source foundation model engineered for complex systems design and long-horizon agent workflows. Built for expert developers, it delivers production-grade performance on large-scale programming tasks, rivaling leading...

View Full Specs
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...

View Full Specs

Technical Specifications

SpecificationGLM 5GPT-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 Date2026-02-112026-03-05

API Pricing Comparison

Input Price per Million Tokens

GLM 5

$0.60

GPT-5.4

$2.50

Output Price per Million Tokens

GLM 5

$1.92

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
8650.0%vsN/A
GLM 5
GPT-5.4
HumanEvalPython coding & logic synthesis
8700.0%vsN/A
GLM 5
GPT-5.4
MATHComplex mathematical problem solving
7400.0%vsN/A
GLM 5
GPT-5.4
GPQAGraduate-level expert reasoning
4800.0%vsN/A
GLM 5
GPT-5.4
HellaSwagCommonsense reasoning and inference
8700.0%vsN/A
GLM 5
GPT-5.4
MT-BenchMulti-turn conversation flow quality
910.0%vsN/A
GLM 5
GPT-5.4

GLM 5 Quirks & Gotchas

No developer gotchas reported.

GPT-5.4 Quirks & Gotchas

No developer gotchas reported.