Model comparison

GLM-4.6V vs Hunyuan Large Vision

GLM-4.6V is the stronger model overall, scoring 41.3 to 37.6 on the Noometry Index.

Last verified . 12 shared benchmarks.

GLM-4.6V Z.ai (Zhipu)

41.3

Rank #137 Confirmed

Hunyuan Large Vision Tencent

37.6

Rank #202 Confirmed

Summary

  • They share 12 benchmarks with published results for both. GLM-4.6V scores higher in 7 categories and Hunyuan Large Vision in 1 category; 7 gaps are clear of the uncertainty.
  • The widest gap is in writing & preference, where GLM-4.6V leads 56.6 to 46.5.
  • GLM-4.6V has downloadable open weights; the other is API-only.

Side by side

GLM-4.6V and Hunyuan Large Vision specifications
GLM-4.6VHunyuan Large Vision
ProviderZ.ai (Zhipu)Tencent
Noometry Index41.337.6
Released2025-12-08—
WeightsOpenProprietary
Context window128K—
Max output33K—
Input $ / M tokens$0.30—
Output $ / M tokens$0.90—
Results tracked1213

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Category by category

Coding GLM-4.6V leads

GLM-4.6V: 40.9 (#128), Hunyuan Large Vision: 38.3 (#180)

Coding benchmarks
BenchmarkGLM-4.6VHunyuan Large Vision
LMArena Coding13901308

Reasoning GLM-4.6V leads

GLM-4.6V: 27.6 (#115), Hunyuan Large Vision: 24.8 (#158)

Reasoning benchmarks
BenchmarkGLM-4.6VHunyuan Large Vision
LMArena Hard Prompts13681257

Math Not comparable

GLM-4.6V: —, Hunyuan Large Vision: 35.5 (#183)

Math benchmarks
BenchmarkGLM-4.6VHunyuan Large Vision
LMArena Math—1268

Knowledge GLM-4.6V leads

GLM-4.6V: 38.0 (#149), Hunyuan Large Vision: 34.4 (#196)

Knowledge benchmarks
BenchmarkGLM-4.6VHunyuan Large Vision
LMArena Expert13711252

Multimodal Too close to call

GLM-4.6V: 34.8 (#90), Hunyuan Large Vision: 35.7 (#83)

Multimodal benchmarks
BenchmarkGLM-4.6VHunyuan Large Vision
LMArena Vision11641180

Multilingual GLM-4.6V leads

GLM-4.6V: 48.6 (#141), Hunyuan Large Vision: 39.9 (#221)

Multilingual benchmarks
BenchmarkGLM-4.6VHunyuan Large Vision
LMArena Non-English13591236
LMArena Chinese14251287
LMArena Russian13401243

Instruction Following GLM-4.6V leads

GLM-4.6V: 71.4 (#151), Hunyuan Large Vision: 65.8 (#215)

Instruction Following benchmarks
BenchmarkGLM-4.6VHunyuan Large Vision
LMArena Instruction Following13521251

Long Context GLM-4.6V leads

GLM-4.6V: 41.3 (#143), Hunyuan Large Vision: 38.9 (#189)

Long Context benchmarks
BenchmarkGLM-4.6VHunyuan Large Vision
LMArena Longer Query13581280

Writing & Preference GLM-4.6V leads

GLM-4.6V: 56.6 (#137), Hunyuan Large Vision: 46.5 (#218)

Writing & Preference benchmarks
BenchmarkGLM-4.6VHunyuan Large Vision
LMArena Text13771263
LMArena Creative Writing13471248
LMArena Multi-Turn13601254

Frequently asked questions

Is GLM-4.6V better than Hunyuan Large Vision?

GLM-4.6V is the stronger model overall, scoring 41.3 to 37.6 on the Noometry Index.

Is GLM-4.6V or Hunyuan Large Vision better for coding?

GLM-4.6V scores higher on coding benchmarks: 40.9 versus 38.3 in the Noometry coding category.

How many benchmarks do GLM-4.6V and Hunyuan Large Vision share?

12 benchmarks have published results for both models. GLM-4.6V has 12 scored results on Noometry and Hunyuan Large Vision has 13.

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