Model comparison

GLM-4.5V vs Granite 3.1 8b Instruct

GLM-4.5V is the stronger model overall, scoring 39.8 to 32.4 on the Noometry Index.

Last verified . 12 shared benchmarks.

GLM-4.5V Z.ai (Zhipu)

39.8

Rank #158 Confirmed

Granite 3.1 8b Instruct IBM

32.4

Rank #258 Confirmed

Summary

  • They share 12 benchmarks with published results for both. GLM-4.5V scores higher in 8 categories and Granite 3.1 8b Instruct in 0 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in writing & preference, where GLM-4.5V leads 52.5 to 35.5.

Side by side

GLM-4.5V and Granite 3.1 8b Instruct specifications
GLM-4.5VGranite 3.1 8b Instruct
ProviderZ.ai (Zhipu)IBM
Noometry Index39.832.4
Released2025-08-11—
WeightsOpenOpen
Context window64K—
Max output16K—
Input $ / M tokens$0.60—
Output $ / M tokens$1.80—
Results tracked1513

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Category by category

Coding GLM-4.5V leads

GLM-4.5V: 39.5 (#155), Granite 3.1 8b Instruct: 34.5 (#233)

Coding benchmarks
BenchmarkGLM-4.5VGranite 3.1 8b Instruct
LMArena Coding13471186

Agentic & Tool Use Not comparable

GLM-4.5V: —, Granite 3.1 8b Instruct: 24.1 (#120)

Agentic & Tool Use benchmarks
BenchmarkGLM-4.5VGranite 3.1 8b Instruct
Berkeley Function Calling Leaderboard—27.1%

Reasoning GLM-4.5V leads

GLM-4.5V: 27.4 (#119), Granite 3.1 8b Instruct: 22.1 (#207)

Reasoning benchmarks
BenchmarkGLM-4.5VGranite 3.1 8b Instruct
LMArena Hard Prompts13341145
Kagi LLM Benchmark59.8%—

Math GLM-4.5V leads

GLM-4.5V: 37.4 (#159), Granite 3.1 8b Instruct: 33.0 (#209)

Math benchmarks
BenchmarkGLM-4.5VGranite 3.1 8b Instruct
LMArena Math13541152

Knowledge GLM-4.5V leads

GLM-4.5V: 37.5 (#156), Granite 3.1 8b Instruct: 31.1 (#220)

Knowledge benchmarks
BenchmarkGLM-4.5VGranite 3.1 8b Instruct
LMArena Expert13531142

Multimodal Not comparable

GLM-4.5V: 34.3 (#92), Granite 3.1 8b Instruct: —

Multimodal benchmarks
BenchmarkGLM-4.5VGranite 3.1 8b Instruct
LMArena Vision1154—

Multilingual GLM-4.5V leads

GLM-4.5V: 44.6 (#177), Granite 3.1 8b Instruct: 30.9 (#260)

Multilingual benchmarks
BenchmarkGLM-4.5VGranite 3.1 8b Instruct
LMArena Non-English13031099
LMArena Chinese13371145
LMArena Russian12981092
LMArena Spanish1336—

Instruction Following GLM-4.5V leads

GLM-4.5V: 69.2 (#175), Granite 3.1 8b Instruct: 58.6 (#259)

Instruction Following benchmarks
BenchmarkGLM-4.5VGranite 3.1 8b Instruct
LMArena Instruction Following13111131

Long Context GLM-4.5V leads

GLM-4.5V: 39.6 (#171), Granite 3.1 8b Instruct: 35.2 (#241)

Long Context benchmarks
BenchmarkGLM-4.5VGranite 3.1 8b Instruct
LMArena Longer Query13041162

Writing & Preference GLM-4.5V leads

GLM-4.5V: 52.5 (#170), Granite 3.1 8b Instruct: 35.5 (#266)

Writing & Preference benchmarks
BenchmarkGLM-4.5VGranite 3.1 8b Instruct
LMArena Text13331150
LMArena Creative Writing12951129
LMArena Multi-Turn13321108

Frequently asked questions

Is GLM-4.5V better than Granite 3.1 8b Instruct?

GLM-4.5V is the stronger model overall, scoring 39.8 to 32.4 on the Noometry Index.

Is GLM-4.5V or Granite 3.1 8b Instruct better for coding?

GLM-4.5V scores higher on coding benchmarks: 39.5 versus 34.5 in the Noometry coding category.

How many benchmarks do GLM-4.5V and Granite 3.1 8b Instruct share?

12 benchmarks have published results for both models. GLM-4.5V has 15 scored results on Noometry and Granite 3.1 8b Instruct has 13.

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