Model comparison

GLM-5V-Turbo vs o1

GLM-5V-Turbo is the stronger model overall, scoring 43.1 to 40.6 on the Noometry Index.

Last verified . 17 shared benchmarks.

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

43.1

Rank #86 Confirmed

o1 OpenAI

40.6

Rank #140 Confirmed

Summary

  • They share 17 benchmarks with published results for both. GLM-5V-Turbo scores higher in 6 categories and o1 in 3 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in writing & preference, where GLM-5V-Turbo leads 62.6 to 55.8.
  • GLM-5V-Turbo is cheaper at $1.20 / $4 per million input/output tokens, against $15 / $60 for o1.

Side by side

GLM-5V-Turbo and o1 specifications
GLM-5V-Turboo1
ProviderZ.ai (Zhipu)OpenAI
Noometry Index43.140.6
Released2026-04-012024-09-12
WeightsProprietaryProprietary
Context window200K200K
Max output131K100K
Input $ / M tokens$1.20$15
Output $ / M tokens$4$60
Results tracked1952

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Category by category

Coding o1 leads

GLM-5V-Turbo: 41.8 (#105), o1: 45.7 (#64)

Coding benchmarks
BenchmarkGLM-5V-Turboo1
LMArena Coding14671367
Aider Polyglot—61.7%
LMArena WebDev1400—
WeirdML—47.6%
LiveBench Coding—69.7%
CadEval—56%
HumanEval+—89%
MBPP+—80.2%

Agentic & Tool Use Not comparable

GLM-5V-Turbo: —, o1: 24.3 (#111)

Agentic & Tool Use benchmarks
BenchmarkGLM-5V-Turboo1
Cybench—10%
METR Time Horizons—51.1%

Reasoning GLM-5V-Turbo leads

GLM-5V-Turbo: 28.5 (#87), o1: 27.5 (#103)

Reasoning benchmarks
BenchmarkGLM-5V-Turboo1
LMArena Hard Prompts14431372
SimpleBench—41.7%
ARC-AGI-1—30.7%
Chess Puzzles—15%
EnigmaEval—5.7%
LiveBench Reasoning—91.6%
DTBench—74.7%
LiveBench Data Analysis—65.5%
LMCA—22.3%
Epoch Capabilities Index—141.92
LiveBench—75.7%

Math GLM-5V-Turbo leads

GLM-5V-Turbo: 36.6 (#109), o1: 34.9 (#150)

Math benchmarks
BenchmarkGLM-5V-Turboo1
LMArena Math14401388
FrontierMath (Tiers 1-3)—14.7%
OTIS Mock AIME 2024-2025—73.3%
LiveBench Math—80.3%
MATH Level 5—94.7%
FrontierMath (Feb 2025 set)—9.3%

Knowledge o1 leads

GLM-5V-Turbo: 39.9 (#113), o1: 41.5 (#101)

Knowledge benchmarks
BenchmarkGLM-5V-Turboo1
LMArena Expert14511362
GPQA Diamond—76.8%
Humanity's Last Exam—8%
SimpleQA Verified—41.1%
Confabulations—11.7%

Multimodal GLM-5V-Turbo leads

GLM-5V-Turbo: 40.1 (#41), o1: 33.6 (#87)

Multimodal benchmarks
BenchmarkGLM-5V-Turboo1
LMArena Vision12641168
GeoBench—80%
VPCT—37%
LMArena Document1416—
SpatialViz-Bench—41.4%

Multilingual GLM-5V-Turbo leads

GLM-5V-Turbo: 53.2 (#69), o1: 48.8 (#137)

Multilingual benchmarks
BenchmarkGLM-5V-Turboo1
LMArena Non-English14201359
LMArena Chinese14881394
LMArena French14431343
LMArena German14221337
LMArena Korean13991396
LMArena Russian14321356
LMArena Spanish14461345
LMArena Japanese—1346

Instruction Following Too close to call

GLM-5V-Turbo: 75.1 (#75), o1: 75.0 (#82)

Instruction Following benchmarks
BenchmarkGLM-5V-Turboo1
LMArena Instruction Following14221368
LiveBench Instruction Following—81.5%

Long Context o1 leads

GLM-5V-Turbo: 44.0 (#76), o1: 50.3 (#9)

Long Context benchmarks
BenchmarkGLM-5V-Turboo1
LMArena Longer Query14391378
Fiction.LiveBench—83.3%

Writing & Preference GLM-5V-Turbo leads

GLM-5V-Turbo: 62.6 (#69), o1: 55.8 (#139)

Writing & Preference benchmarks
BenchmarkGLM-5V-Turboo1
LMArena Text14371366
LMArena Creative Writing14141347
LMArena Multi-Turn14321368
Short-Story Creative Writing—70.2%
LiveBench Language—65.4%

Frequently asked questions

Is GLM-5V-Turbo better than o1?

GLM-5V-Turbo is the stronger model overall, scoring 43.1 to 40.6 on the Noometry Index.

Which is cheaper, GLM-5V-Turbo or o1?

GLM-5V-Turbo is cheaper. It lists at $1.20 per million input tokens and $4 per million output tokens; o1 lists at $15 and $60.

Is GLM-5V-Turbo or o1 better for coding?

o1 scores higher on coding benchmarks: 45.7 versus 41.8 in the Noometry coding category.

Which has the bigger context window?

Both accept 200K tokens.

How many benchmarks do GLM-5V-Turbo and o1 share?

17 benchmarks have published results for both models. GLM-5V-Turbo has 19 scored results on Noometry and o1 has 52.

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