Model comparison

GLM-4.5V vs Llama 3.2 90B

GLM-4.5V is the stronger model overall, scoring 39.8 to 27.5 on the Noometry Index.

Last verified . 1 shared benchmarks.

GLM-4.5V Z.ai (Zhipu)

39.8

Rank #158 Confirmed

Llama 3.2 90B Meta

27.5

Rank #331 Confirmed

Summary

  • They share 1 benchmark with published results for both. GLM-4.5V scores higher in 4 categories and Llama 3.2 90B in 0 categories; 4 gaps are clear of the uncertainty.
  • The widest gap is in math, where GLM-4.5V leads 37.4 to 11.1.

Side by side

GLM-4.5V and Llama 3.2 90B specifications
GLM-4.5VLlama 3.2 90B
ProviderZ.ai (Zhipu)Meta
Noometry Index39.827.5
Released2025-08-112024-09-24
WeightsOpenOpen
Context window64K—
Max output16K—
Input $ / M tokens$0.60—
Output $ / M tokens$1.80—
Results tracked159

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Category by category

Coding Not comparable

GLM-4.5V: 39.5 (#155), Llama 3.2 90B: —

Coding benchmarks
BenchmarkGLM-4.5VLlama 3.2 90B
LMArena Coding1347—

Agentic & Tool Use Not comparable

GLM-4.5V: —, Llama 3.2 90B: 30.0 (#80)

Agentic & Tool Use benchmarks
BenchmarkGLM-4.5VLlama 3.2 90B
BALROG—27.3%

Reasoning GLM-4.5V leads

GLM-4.5V: 27.4 (#119), Llama 3.2 90B: 21.7 (#217)

Reasoning benchmarks
BenchmarkGLM-4.5VLlama 3.2 90B
Kagi LLM Benchmark59.8%—
EnigmaEval—0.4%
LMArena Hard Prompts1334—
Epoch Capabilities Index—125.5

Math GLM-4.5V leads

GLM-4.5V: 37.4 (#159), Llama 3.2 90B: 11.1 (#308)

Math benchmarks
BenchmarkGLM-4.5VLlama 3.2 90B
OTIS Mock AIME 2024-2025—2.6%
LMArena Math1354—
MATH Level 5—39.4%

Knowledge GLM-4.5V leads

GLM-4.5V: 37.5 (#156), Llama 3.2 90B: 21.7 (#274)

Knowledge benchmarks
BenchmarkGLM-4.5VLlama 3.2 90B
GPQA Diamond—41%
LMArena Expert1353—
MMLU—80.3%

Multimodal GLM-4.5V leads

GLM-4.5V: 34.3 (#92), Llama 3.2 90B: 25.4 (#124)

Multimodal benchmarks
BenchmarkGLM-4.5VLlama 3.2 90B
LMArena Vision11541000
GeoBench—52%

Multilingual Not comparable

GLM-4.5V: 44.6 (#177), Llama 3.2 90B: —

Multilingual benchmarks
BenchmarkGLM-4.5VLlama 3.2 90B
LMArena Non-English1303—
LMArena Chinese1337—
LMArena Russian1298—
LMArena Spanish1336—

Instruction Following Not comparable

GLM-4.5V: 69.2 (#175), Llama 3.2 90B: —

Instruction Following benchmarks
BenchmarkGLM-4.5VLlama 3.2 90B
LMArena Instruction Following1311—

Long Context Not comparable

GLM-4.5V: 39.6 (#171), Llama 3.2 90B: —

Long Context benchmarks
BenchmarkGLM-4.5VLlama 3.2 90B
LMArena Longer Query1304—

Writing & Preference Not comparable

GLM-4.5V: 52.5 (#170), Llama 3.2 90B: —

Writing & Preference benchmarks
BenchmarkGLM-4.5VLlama 3.2 90B
LMArena Text1333—
LMArena Creative Writing1295—
LMArena Multi-Turn1332—

Frequently asked questions

Is GLM-4.5V better than Llama 3.2 90B?

GLM-4.5V is the stronger model overall, scoring 39.8 to 27.5 on the Noometry Index.

How many benchmarks do GLM-4.5V and Llama 3.2 90B share?

1 benchmark has published results for both models. GLM-4.5V has 15 scored results on Noometry and Llama 3.2 90B has 9.

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