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GLM 5 vs Llama 3.2 1B Instruct

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 Llama 3.2 1B Instruct.

Zhipu AI

GLM 5

GLM-5 is Z.aiโ€™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...

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Llama 3.2 1B Instruct

Llama 3.2 1B is a 1-billion-parameter language model focused on efficiently performing natural language tasks, such as summarization, dialogue, and multilingual text analysis. Its smaller size allows it to operate...

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Technical Specifications

SpecificationGLM 5Llama 3.2 1B Instruct
ProviderZhipu AIMeta
Context Window202,752 tokens131,072 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apiself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-02-112024-09-25

API Pricing Comparison

Input Price per Million Tokens

GLM 5

$0.60

Llama 3.2 1B Instruct

$0.03

Output Price per Million Tokens

GLM 5

$1.92

Llama 3.2 1B Instruct

$0.20

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
Llama 3.2 1B Instruct
HumanEvalPython coding & logic synthesis
8700.0%vsN/A
GLM 5
Llama 3.2 1B Instruct
MATHComplex mathematical problem solving
7400.0%vsN/A
GLM 5
Llama 3.2 1B Instruct
GPQAGraduate-level expert reasoning
4800.0%vsN/A
GLM 5
Llama 3.2 1B Instruct
HellaSwagCommonsense reasoning and inference
8700.0%vsN/A
GLM 5
Llama 3.2 1B Instruct
MT-BenchMulti-turn conversation flow quality
910.0%vsN/A
GLM 5
Llama 3.2 1B Instruct

GLM 5 Quirks & Gotchas

No developer gotchas reported.

Llama 3.2 1B Instruct Quirks & Gotchas

No developer gotchas reported.