Model comparison

GLM-5V-Turbo vs GPT-5 Mini

GLM-5V-Turbo is the stronger model overall, scoring 43.8 to 41.8 on the Noometry Index. GPT-5 Mini costs 2.8× less per token, which makes it the better buy when GLM-5V-Turbo's lead doesn't matter for your workload.

Last verified . 17 shared benchmarks.

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

43.8

Rank #84 Confirmed

GPT-5 Mini OpenAI

41.8

Rank #128 Confirmed

Summary

  • They share 17 benchmarks with published results for both. GLM-5V-Turbo scores higher in 6 categories and GPT-5 Mini in 3 categories; 9 gaps are clear of the uncertainty.
  • The widest gap is in math, where GPT-5 Mini leads 46.7 to 39.4.
  • GPT-5 Mini is cheaper at $0.25 / $2 per million input/output tokens, against $1.20 / $4 for GLM-5V-Turbo.
  • GPT-5 Mini accepts more context: 400K tokens versus 200K.

Side by side

GLM-5V-Turbo and GPT-5 Mini specifications
GLM-5V-TurboGPT-5 Mini
ProviderZ.ai (Zhipu)OpenAI
Noometry Index43.841.8
Released2026-04-012025-08-07
WeightsProprietaryProprietary
Context window200K400K
Max output131K128K
Input $ / M tokens$1.20$0.25
Output $ / M tokens$4$2
Results tracked1960

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Category by category

Coding GLM-5V-Turbo leads

GLM-5V-Turbo: 42.1 (#111), GPT-5 Mini: 40.1 (#146)

Coding benchmarks
BenchmarkGLM-5V-TurboGPT-5 Mini
LMArena Coding14661406
SWE-bench Verified—64.7%
SWE-bench Verified (bash only)—59.8%
LMArena WebDev1401—
SWE-bench Multilingual—39.7%
SciCode—39.2%
WeirdML—52.7%
ALE-Bench—799.77
AlgoTune—1.38

Agentic & Tool Use Not comparable

GLM-5V-Turbo: —, GPT-5 Mini: 31.1 (#70)

Agentic & Tool Use benchmarks
BenchmarkGLM-5V-TurboGPT-5 Mini
Terminal-Bench—34.8%
Berkeley Function Calling Leaderboard—55.5%
Vending-Bench 2—-31.18

Reasoning GLM-5V-Turbo leads

GLM-5V-Turbo: 29.7 (#89), GPT-5 Mini: 23.9 (#168)

Reasoning benchmarks
BenchmarkGLM-5V-TurboGPT-5 Mini
LMArena Hard Prompts14431380
ARC-AGI-2—4.4%
Kagi LLM Benchmark—70.3%
ARC-AGI-1—54.3%
CritPt—0%
Chess Puzzles—30%
EnigmaEval—8.2%
Mystery Game Puzzles—10%
DTBench—80.5%
LMCA—34.2%
Epoch Capabilities Index—145.52
ForecastBench—61

Math GPT-5 Mini leads

GLM-5V-Turbo: 39.4 (#106), GPT-5 Mini: 46.7 (#69)

Math benchmarks
BenchmarkGLM-5V-TurboGPT-5 Mini
LMArena Math14411378
FrontierMath (Tiers 1-3)—46.7%
FrontierMath Tier 4—12.2%
OTIS Mock AIME 2024-2025—86.7%
ProofBench—9%
Omni-MATH—72.2%
MATH Level 5—97.8%
FrontierMath (Feb 2025 set)—27.2%
FrontierMath Tier 4 (v1)—6.3%

Knowledge GPT-5 Mini leads

GLM-5V-Turbo: 40.6 (#117), GPT-5 Mini: 45.6 (#86)

Knowledge benchmarks
BenchmarkGLM-5V-TurboGPT-5 Mini
LMArena Expert14521379
GPQA Diamond—75%
Humanity's Last Exam—19.4%
SimpleQA Verified—21.6%
MMLU-Pro—83.5%
Confabulations—13.3%
Vectara Hallucination Rate—12.9%
GPQA (HELM)—75.6%

Multimodal GLM-5V-Turbo leads

GLM-5V-Turbo: 40.9 (#42), GPT-5 Mini: 35.6 (#85)

Multimodal benchmarks
BenchmarkGLM-5V-TurboGPT-5 Mini
LMArena Vision12641202
VPCT—40.2%
LMArena Document1416—

Multilingual GLM-5V-Turbo leads

GLM-5V-Turbo: 53.0 (#73), GPT-5 Mini: 48.9 (#137)

Multilingual benchmarks
BenchmarkGLM-5V-TurboGPT-5 Mini
LMArena Non-English14201363
LMArena Chinese14881385
LMArena French14441386
LMArena German14231366
LMArena Korean13961308
LMArena Russian14311362
LMArena Spanish14501355
LMArena Japanese—1341

Instruction Following GPT-5 Mini leads

GLM-5V-Turbo: 75.0 (#80), GPT-5 Mini: 76.2 (#46)

Instruction Following benchmarks
BenchmarkGLM-5V-TurboGPT-5 Mini
LMArena Instruction Following14231357
IFEval—92.7%

Long Context GLM-5V-Turbo leads

GLM-5V-Turbo: 44.0 (#80), GPT-5 Mini: 41.9 (#132)

Long Context benchmarks
BenchmarkGLM-5V-TurboGPT-5 Mini
LMArena Longer Query14381355
Fiction.LiveBench—69.4%

Writing & Preference GLM-5V-Turbo leads

GLM-5V-Turbo: 62.5 (#73), GPT-5 Mini: 55.2 (#148)

Writing & Preference benchmarks
BenchmarkGLM-5V-TurboGPT-5 Mini
LMArena Text14371373
LMArena Creative Writing14161325
LMArena Multi-Turn14321363
Short-Story Creative Writing—83.1%
EQ-Bench Creative Writing—1313
WildBench—85.5%

Frequently asked questions

Is GLM-5V-Turbo better than GPT-5 Mini?

GLM-5V-Turbo is the stronger model overall, scoring 43.8 to 41.8 on the Noometry Index. GPT-5 Mini costs 2.8× 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 GPT-5 Mini?

GPT-5 Mini is cheaper. It lists at $0.25 per million input tokens and $2 per million output tokens; GLM-5V-Turbo lists at $1.20 and $4.

Is GLM-5V-Turbo or GPT-5 Mini better for coding?

GLM-5V-Turbo scores higher on coding benchmarks: 42.1 versus 40.1 in the Noometry coding category.

Which has the bigger context window?

GPT-5 Mini does, with 400K tokens against 200K.

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

17 benchmarks have published results for both models. GLM-5V-Turbo has 19 scored results on Noometry and GPT-5 Mini has 60.

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