Model comparison

GLM-5V-Turbo vs Ministral 8B

GLM-5V-Turbo is the stronger model overall, scoring 43.8 to 28.2 on the Noometry Index. Ministral 8B costs 13× less per token, which makes it the better buy when GLM-5V-Turbo's lead doesn't matter for your workload.

Last verified . 12 shared benchmarks.

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

43.8

Rank #84 Confirmed

Ministral 8B Mistral AI

28.2

Rank #325 Confirmed

Summary

  • They share 12 benchmarks with published results for both. GLM-5V-Turbo scores higher in 8 categories and Ministral 8B in 0 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in knowledge, where GLM-5V-Turbo leads 40.6 to 12.6.
  • Ministral 8B is cheaper at $0.15 / $0.15 per million input/output tokens, against $1.20 / $4 for GLM-5V-Turbo.
  • Ministral 8B accepts more context: 262K tokens versus 200K.
  • Ministral 8B has downloadable open weights; the other is API-only.

Side by side

GLM-5V-Turbo and Ministral 8B specifications
GLM-5V-TurboMinistral 8B
ProviderZ.ai (Zhipu)Mistral AI
Noometry Index43.828.2
Released2026-04-012024-10-01
WeightsProprietaryOpen
Context window200K262K
Max output131K262K
Input $ / M tokens$1.20$0.15
Output $ / M tokens$4$0.15
Results tracked1917

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Category by category

Coding GLM-5V-Turbo leads

GLM-5V-Turbo: 42.1 (#111), Ministral 8B: 35.0 (#230)

Coding benchmarks
BenchmarkGLM-5V-TurboMinistral 8B
LMArena Coding14661202
LMArena WebDev1401—

Agentic & Tool Use Not comparable

GLM-5V-Turbo: —, Ministral 8B: 16.4 (#148)

Agentic & Tool Use benchmarks
BenchmarkGLM-5V-TurboMinistral 8B
Berkeley Function Calling Leaderboard—11.1%

Reasoning GLM-5V-Turbo leads

GLM-5V-Turbo: 29.7 (#89), Ministral 8B: 18.4 (#281)

Reasoning benchmarks
BenchmarkGLM-5V-TurboMinistral 8B
LMArena Hard Prompts14431191
DTBench—45.7%

Math GLM-5V-Turbo leads

GLM-5V-Turbo: 39.4 (#106), Ministral 8B: 25.7 (#267)

Math benchmarks
BenchmarkGLM-5V-TurboMinistral 8B
LMArena Math14411188
MATH Level 5—14.9%

Knowledge GLM-5V-Turbo leads

GLM-5V-Turbo: 40.6 (#117), Ministral 8B: 12.6 (#297)

Knowledge benchmarks
BenchmarkGLM-5V-TurboMinistral 8B
LMArena Expert14521170
GPQA Diamond—27.1%
Vectara Hallucination Rate—7.4%

Multimodal Not comparable

GLM-5V-Turbo: 40.9 (#42), Ministral 8B: —

Multimodal benchmarks
BenchmarkGLM-5V-TurboMinistral 8B
LMArena Vision1264—
LMArena Document1416—

Multilingual GLM-5V-Turbo leads

GLM-5V-Turbo: 53.0 (#73), Ministral 8B: 35.1 (#247)

Multilingual benchmarks
BenchmarkGLM-5V-TurboMinistral 8B
LMArena Non-English14201165
LMArena Chinese14881193
LMArena Russian14311195
LMArena French1444—
LMArena German1423—
LMArena Korean1396—
LMArena Spanish1450—

Instruction Following GLM-5V-Turbo leads

GLM-5V-Turbo: 75.0 (#80), Ministral 8B: 60.5 (#250)

Instruction Following benchmarks
BenchmarkGLM-5V-TurboMinistral 8B
LMArena Instruction Following14231161

Long Context GLM-5V-Turbo leads

GLM-5V-Turbo: 44.0 (#80), Ministral 8B: 36.7 (#227)

Long Context benchmarks
BenchmarkGLM-5V-TurboMinistral 8B
LMArena Longer Query14381212

Writing & Preference GLM-5V-Turbo leads

GLM-5V-Turbo: 62.5 (#73), Ministral 8B: 39.6 (#246)

Writing & Preference benchmarks
BenchmarkGLM-5V-TurboMinistral 8B
LMArena Text14371191
LMArena Creative Writing14161175
LMArena Multi-Turn14321166

Frequently asked questions

Is GLM-5V-Turbo better than Ministral 8B?

GLM-5V-Turbo is the stronger model overall, scoring 43.8 to 28.2 on the Noometry Index. Ministral 8B costs 13× less per token, which makes it the better buy when GLM-5V-Turbo's lead doesn't matter for your workload.

Which is cheaper, GLM-5V-Turbo or Ministral 8B?

Ministral 8B is cheaper. It lists at $0.15 per million input tokens and $0.15 per million output tokens; GLM-5V-Turbo lists at $1.20 and $4.

Is GLM-5V-Turbo or Ministral 8B better for coding?

GLM-5V-Turbo scores higher on coding benchmarks: 42.1 versus 35.0 in the Noometry coding category.

Which has the bigger context window?

Ministral 8B does, with 262K tokens against 200K.

How many benchmarks do GLM-5V-Turbo and Ministral 8B share?

12 benchmarks have published results for both models. GLM-5V-Turbo has 19 scored results on Noometry and Ministral 8B has 17.

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