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GLM 4.6 vs GLM 4.7

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 4.7.

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 4.7

GLM-4.7 is Z.aiโ€™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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Technical Specifications

SpecificationGLM 4.6GLM 4.7
ProviderZhipu AIZhipu AI
Context Window202,752 tokens202,752 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-09-302025-12-22

API Pricing Comparison

Input Price per Million Tokens

GLM 4.6

$0.43

GLM 4.7

$0.40

Output Price per Million Tokens

GLM 4.6

$1.74

GLM 4.7

$1.75

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/Avs8150.0%
GLM 4.6
GLM 4.7
HumanEvalPython coding & logic synthesis
N/Avs8200.0%
GLM 4.6
GLM 4.7
MATHComplex mathematical problem solving
N/Avs5150.0%
GLM 4.6
GLM 4.7
GPQAGraduate-level expert reasoning
N/Avs3800.0%
GLM 4.6
GLM 4.7
HellaSwagCommonsense reasoning and inference
N/Avs8350.0%
GLM 4.6
GLM 4.7
MT-BenchMulti-turn conversation flow quality
N/Avs865.0%
GLM 4.6
GLM 4.7

GLM 4.6 Quirks & Gotchas

No developer gotchas reported.

GLM 4.7 Quirks & Gotchas

No developer gotchas reported.