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GLM 4.6 vs GLM 5.2

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 4.6 and GLM 5.2.

Zhipu AI

GLM 4.6

Compared with GLM-4.5, this generation brings several key improvements: Longer context window: The context window has been expanded from 128K to 200K tokens, enabling the model to handle more complex...

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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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Technical Specifications

SpecificationGLM 4.6GLM 5.2
ProviderZhipu AIZhipu AI
Context Window202,752 tokens1,048,576 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablebeta
API AvailableYesYes
Released Date2025-09-302026-06-16

API Pricing Comparison

Input Price per Million Tokens

GLM 4.6

$0.43

GLM 5.2

$0.93

Output Price per Million Tokens

GLM 4.6

$1.74

GLM 5.2

$3.00

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
N/Avs8950.0%
GLM 4.6
GLM 5.2
HumanEvalPython coding & logic synthesis
N/Avs9120.0%
GLM 4.6
GLM 5.2
MATHComplex mathematical problem solving
N/Avs8050.0%
GLM 4.6
GLM 5.2
GPQAGraduate-level expert reasoning
N/Avs5350.0%
GLM 4.6
GLM 5.2
HellaSwagCommonsense reasoning and inference
N/Avs8980.0%
GLM 4.6
GLM 5.2
MT-BenchMulti-turn conversation flow quality
N/Avs930.0%
GLM 4.6
GLM 5.2

GLM 4.6 Quirks & Gotchas

No developer gotchas reported.

GLM 5.2 Quirks & Gotchas

No developer gotchas reported.