Model comparison

GLM-5V-Turbo vs Step 3

GLM-5V-Turbo is the stronger model overall, scoring 43.8 to 40.5 on the Noometry Index.

Last verified . 16 shared benchmarks.

GLM-5V-Turbo Z.ai (Zhipu)

43.8

Rank #84 Confirmed

Step 3 StepFun

40.5

Rank #149 Confirmed

Summary

  • They share 16 benchmarks with published results for both. GLM-5V-Turbo scores higher in 9 categories and Step 3 in 0 categories; 9 gaps are clear of the uncertainty.
  • The widest gap is in writing & preference, where GLM-5V-Turbo leads 62.5 to 54.3.
  • Step 3 has downloadable open weights; the other is API-only.

Side by side

GLM-5V-Turbo and Step 3 specifications
GLM-5V-TurboStep 3
ProviderZ.ai (Zhipu)StepFun
Noometry Index43.840.5
Released2026-04-01—
WeightsProprietaryOpen
Context window200K—
Max output131K—
Input $ / M tokens$1.20—
Output $ / M tokens$4—
Results tracked1917

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Category by category

Coding GLM-5V-Turbo leads

GLM-5V-Turbo: 42.1 (#111), Step 3: 40.1 (#147)

Coding benchmarks
BenchmarkGLM-5V-TurboStep 3
LMArena Coding14661367
LMArena WebDev1401—

Reasoning GLM-5V-Turbo leads

GLM-5V-Turbo: 29.7 (#89), Step 3: 28.4 (#105)

Reasoning benchmarks
BenchmarkGLM-5V-TurboStep 3
LMArena Hard Prompts14431355
Kagi LLM Benchmark—62.3%

Math GLM-5V-Turbo leads

GLM-5V-Turbo: 39.4 (#106), Step 3: 37.6 (#148)

Math benchmarks
BenchmarkGLM-5V-TurboStep 3
LMArena Math14411366

Knowledge GLM-5V-Turbo leads

GLM-5V-Turbo: 40.6 (#117), Step 3: 36.8 (#164)

Knowledge benchmarks
BenchmarkGLM-5V-TurboStep 3
LMArena Expert14521333

Multimodal GLM-5V-Turbo leads

GLM-5V-Turbo: 40.9 (#42), Step 3: 35.5 (#86)

Multimodal benchmarks
BenchmarkGLM-5V-TurboStep 3
LMArena Vision12641177
LMArena Document1416—

Multilingual GLM-5V-Turbo leads

GLM-5V-Turbo: 53.0 (#73), Step 3: 46.3 (#159)

Multilingual benchmarks
BenchmarkGLM-5V-TurboStep 3
LMArena Non-English14201327
LMArena Chinese14881397
LMArena German14231371
LMArena Korean13961269
LMArena Russian14311331
LMArena Spanish14501371
LMArena French1444—

Instruction Following GLM-5V-Turbo leads

GLM-5V-Turbo: 75.0 (#80), Step 3: 70.4 (#164)

Instruction Following benchmarks
BenchmarkGLM-5V-TurboStep 3
LMArena Instruction Following14231332

Long Context GLM-5V-Turbo leads

GLM-5V-Turbo: 44.0 (#80), Step 3: 40.3 (#157)

Long Context benchmarks
BenchmarkGLM-5V-TurboStep 3
LMArena Longer Query14381326

Writing & Preference GLM-5V-Turbo leads

GLM-5V-Turbo: 62.5 (#73), Step 3: 54.3 (#151)

Writing & Preference benchmarks
BenchmarkGLM-5V-TurboStep 3
LMArena Text14371350
LMArena Creative Writing14161321
LMArena Multi-Turn14321341

Frequently asked questions

Is GLM-5V-Turbo better than Step 3?

GLM-5V-Turbo is the stronger model overall, scoring 43.8 to 40.5 on the Noometry Index.

Is GLM-5V-Turbo or Step 3 better for coding?

GLM-5V-Turbo scores higher on coding benchmarks: 42.1 versus 40.1 in the Noometry coding category.

How many benchmarks do GLM-5V-Turbo and Step 3 share?

16 benchmarks have published results for both models. GLM-5V-Turbo has 19 scored results on Noometry and Step 3 has 17.

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