Model comparison

GLM-5.1 vs GLM-5V-Turbo

GLM-5.1 is the stronger model overall, scoring 47.8 to 43.8 on the Noometry Index.

Last verified . 17 shared benchmarks.

GLM-5.1 Z.ai (Zhipu)

47.8

Rank #59 Confirmed

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

43.8

Rank #84 Confirmed

Summary

  • They share 17 benchmarks with published results for both. GLM-5.1 scores higher in 8 categories and GLM-5V-Turbo in 0 categories; 7 gaps are clear of the uncertainty.
  • The widest gap is in knowledge, where GLM-5.1 leads 54.9 to 40.6.
  • GLM-5V-Turbo is cheaper at $1.20 / $4 per million input/output tokens, against $1.40 / $4.40 for GLM-5.1.
  • GLM-5.1 has downloadable open weights; the other is API-only.

Side by side

GLM-5.1 and GLM-5V-Turbo specifications
GLM-5.1GLM-5V-Turbo
ProviderZ.ai (Zhipu)Z.ai (Zhipu)
Noometry Index47.843.8
Released2026-04-072026-04-01
WeightsOpenProprietary
Context window200K200K
Max output131K131K
Input $ / M tokens$1.40$1.20
Output $ / M tokens$4.40$4
Results tracked4119

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Category by category

Coding GLM-5.1 leads

GLM-5.1: 48.7 (#55), GLM-5V-Turbo: 42.1 (#111)

Coding benchmarks
BenchmarkGLM-5.1GLM-5V-Turbo
LMArena WebDev15081401
LMArena Coding14851466
SWE-bench Verified74.2%—
SciCode43.8%—
WeirdML57.1%—
ALE-Bench887.1—

Agentic & Tool Use Not comparable

GLM-5.1: 24.9 (#113), GLM-5V-Turbo: —

Agentic & Tool Use benchmarks
BenchmarkGLM-5.1GLM-5V-Turbo
APEX-Agents40.9%—
ExploitBench18.1%—
GBAEval0%—
Vending-Bench 25,634—

Reasoning GLM-5.1 leads

GLM-5.1: 39.1 (#60), GLM-5V-Turbo: 29.7 (#89)

Reasoning benchmarks
BenchmarkGLM-5.1GLM-5V-Turbo
LMArena Hard Prompts14721443
SimpleBench55.1%—
NYT Connections (extended)77.7%—
CritPt4.6%—
Chess Puzzles19%—
Thematic Generalization69.8%—
Epoch Capabilities Index149.84—

Math GLM-5.1 leads

GLM-5.1: 49.7 (#60), GLM-5V-Turbo: 39.4 (#106)

Knowledge GLM-5.1 leads

GLM-5.1: 54.9 (#50), GLM-5V-Turbo: 40.6 (#117)

Knowledge benchmarks
BenchmarkGLM-5.1GLM-5V-Turbo
LMArena Expert14761452
GPQA Diamond89.9%—
SimpleQA Verified34%—

Multimodal Not comparable

GLM-5.1: —, GLM-5V-Turbo: 40.9 (#42)

Multimodal benchmarks
BenchmarkGLM-5.1GLM-5V-Turbo
LMArena Vision—1264
LMArena Document—1416

Multilingual GLM-5.1 leads

GLM-5.1: 55.0 (#36), GLM-5V-Turbo: 53.0 (#73)

Multilingual benchmarks
BenchmarkGLM-5.1GLM-5V-Turbo
LMArena Non-English14471420
LMArena Chinese15151488
LMArena French14741444
LMArena German14651423
LMArena Korean14181396
LMArena Russian14541431
LMArena Spanish14691450
LMArena Japanese1434—

Instruction Following GLM-5.1 leads

GLM-5.1: 76.3 (#42), GLM-5V-Turbo: 75.0 (#80)

Instruction Following benchmarks
BenchmarkGLM-5.1GLM-5V-Turbo
LMArena Instruction Following14511423

Long Context Too close to call

GLM-5.1: 44.9 (#53), GLM-5V-Turbo: 44.0 (#80)

Long Context benchmarks
BenchmarkGLM-5.1GLM-5V-Turbo
LMArena Longer Query14661438

Writing & Preference GLM-5.1 leads

GLM-5.1: 66.9 (#31), GLM-5V-Turbo: 62.5 (#73)

Writing & Preference benchmarks
BenchmarkGLM-5.1GLM-5V-Turbo
LMArena Text14611437
LMArena Creative Writing14531416
LMArena Multi-Turn14721432
EQ-Bench Creative Writing1592—

Frequently asked questions

Is GLM-5.1 better than GLM-5V-Turbo?

GLM-5.1 is the stronger model overall, scoring 47.8 to 43.8 on the Noometry Index.

Which is cheaper, GLM-5.1 or GLM-5V-Turbo?

GLM-5V-Turbo is cheaper. It lists at $1.20 per million input tokens and $4 per million output tokens; GLM-5.1 lists at $1.40 and $4.40.

Is GLM-5.1 or GLM-5V-Turbo better for coding?

GLM-5.1 scores higher on coding benchmarks: 48.7 versus 42.1 in the Noometry coding category.

Which has the bigger context window?

Both accept 200K tokens.

How many benchmarks do GLM-5.1 and GLM-5V-Turbo share?

17 benchmarks have published results for both models. GLM-5.1 has 41 scored results on Noometry and GLM-5V-Turbo has 19.

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