Model comparison

GLM-4.6V vs Grok 4.1

GLM-4.6V and Grok 4.1 score almost the same on the Noometry Index (41.3 vs 41.5), so choose on price, context window or the category you care about most.

Last verified . 11 shared benchmarks.

GLM-4.6V Z.ai (Zhipu)

41.3

Rank #137 Confirmed

Grok 4.1 xAI

41.5

Rank #134 Confirmed

Summary

  • They share 11 benchmarks with published results for both. GLM-4.6V scores higher in 1 category and Grok 4.1 in 6 categories; 7 gaps are clear of the uncertainty.
  • The widest gap is in coding, where GLM-4.6V leads 40.9 to 33.7.
  • GLM-4.6V has downloadable open weights; the other is API-only.

Side by side

GLM-4.6V and Grok 4.1 specifications
GLM-4.6VGrok 4.1
ProviderZ.ai (Zhipu)xAI
Noometry Index41.341.5
Released2025-12-082025-11-17
WeightsOpenProprietary
Context window128K—
Max output33K—
Input $ / M tokens$0.30—
Output $ / M tokens$0.90—
Results tracked1219

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Category by category

Coding GLM-4.6V leads

GLM-4.6V: 40.9 (#128), Grok 4.1: 33.7 (#253)

Coding benchmarks
BenchmarkGLM-4.6VGrok 4.1
LMArena Coding13901445
LMArena WebDev—1214

Agentic & Tool Use Not comparable

GLM-4.6V: —, Grok 4.1: 34.1 (#49)

Agentic & Tool Use benchmarks
BenchmarkGLM-4.6VGrok 4.1
Cybench—39%

Reasoning Grok 4.1 leads

GLM-4.6V: 27.6 (#115), Grok 4.1: 29.5 (#91)

Reasoning benchmarks
BenchmarkGLM-4.6VGrok 4.1
LMArena Hard Prompts13681435

Math Not comparable

GLM-4.6V: —, Grok 4.1: 38.9 (#120)

Math benchmarks
BenchmarkGLM-4.6VGrok 4.1
LMArena Math—1422

Knowledge Grok 4.1 leads

GLM-4.6V: 38.0 (#149), Grok 4.1: 39.5 (#133)

Knowledge benchmarks
BenchmarkGLM-4.6VGrok 4.1
LMArena Expert13711417

Multimodal Not comparable

GLM-4.6V: 34.8 (#90), Grok 4.1: —

Multimodal benchmarks
BenchmarkGLM-4.6VGrok 4.1
LMArena Vision1164—

Multilingual Grok 4.1 leads

GLM-4.6V: 48.6 (#141), Grok 4.1: 53.4 (#68)

Multilingual benchmarks
BenchmarkGLM-4.6VGrok 4.1
LMArena Non-English13591425
LMArena Chinese14251465
LMArena Russian13401434
LMArena French—1448
LMArena German—1446
LMArena Japanese—1397
LMArena Korean—1407
LMArena Spanish—1438

Instruction Following Grok 4.1 leads

GLM-4.6V: 71.4 (#151), Grok 4.1: 73.8 (#111)

Instruction Following benchmarks
BenchmarkGLM-4.6VGrok 4.1
LMArena Instruction Following13521400

Long Context Grok 4.1 leads

GLM-4.6V: 41.3 (#143), Grok 4.1: 43.2 (#100)

Long Context benchmarks
BenchmarkGLM-4.6VGrok 4.1
LMArena Longer Query13581416

Writing & Preference Grok 4.1 leads

GLM-4.6V: 56.6 (#137), Grok 4.1: 62.4 (#75)

Writing & Preference benchmarks
BenchmarkGLM-4.6VGrok 4.1
LMArena Text13771437
LMArena Creative Writing13471411
LMArena Multi-Turn13601437

Frequently asked questions

Is GLM-4.6V better than Grok 4.1?

GLM-4.6V and Grok 4.1 score almost the same on the Noometry Index (41.3 vs 41.5), so choose on price, context window or the category you care about most.

Is GLM-4.6V or Grok 4.1 better for coding?

GLM-4.6V scores higher on coding benchmarks: 40.9 versus 33.7 in the Noometry coding category.

How many benchmarks do GLM-4.6V and Grok 4.1 share?

11 benchmarks have published results for both models. GLM-4.6V has 12 scored results on Noometry and Grok 4.1 has 19.

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