Model comparison

GLM-5.3 vs Ministral 3B

GLM-5.3 is the stronger model overall, scoring 54.8 to 26.2 on the Noometry Index. Ministral 3B costs 21× less per token, which makes it the better buy when GLM-5.3's lead doesn't matter for your workload.

Last verified . 4 shared benchmarks.

GLM-5.3 Z.ai (Zhipu)

54.8

Rank #26 Confirmed

Ministral 3B Mistral AI

26.2

Rank #338 Confirmed

Summary

  • They share 4 benchmarks with published results for both. GLM-5.3 scores higher in 3 categories and Ministral 3B in 0 categories; 3 gaps are clear of the uncertainty.
  • The widest gap is in knowledge, where GLM-5.3 leads 58.3 to 10.4.
  • The biggest single-benchmark swing is GPQA Diamond: 90.9% for GLM-5.3 and 25.3% for Ministral 3B.
  • Ministral 3B is cheaper at $0.10 / $0.10 per million input/output tokens, against $1.40 / $4.40 for GLM-5.3.
  • GLM-5.3 accepts more context: 1M tokens versus 131K.

Side by side

GLM-5.3 and Ministral 3B specifications
GLM-5.3Ministral 3B
ProviderZ.ai (Zhipu)Mistral AI
Noometry Index54.826.2
Released2026-08-142024-10-01
WeightsOpenOpen
Context window1M131K
Max output131K262K
Input $ / M tokens$1.40$0.10
Output $ / M tokens$4.40$0.10
Results tracked426

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Category by category

Coding Not comparable

GLM-5.3: 59.5 (#14), Ministral 3B: —

Coding benchmarks
BenchmarkGLM-5.3Ministral 3B
DeepSWE69%—
FrontierCode40.1%—
CursorBench42.6%—
LMArena WebDev1622—
FrontierSWE30.2%—
SciCode59%—
WeirdML75.4%—
LMArena Coding1496—
ALE-Bench1,317—

Agentic & Tool Use Not comparable

GLM-5.3: 36.4 (#38), Ministral 3B: —

Agentic & Tool Use benchmarks
BenchmarkGLM-5.3Ministral 3B
APEX-Agents56.6%—
Vending-Bench 28,164—

Reasoning GLM-5.3 leads

GLM-5.3: 46.1 (#46), Ministral 3B: 18.4 (#282)

Reasoning benchmarks
BenchmarkGLM-5.3Ministral 3B
DTBench87.7%51.7%
LMCA55.5%5.5%
Epoch Capabilities Index155.61118.1
NYT Connections (extended)74.2%—
CritPt19.1%—
Chess Puzzles21%—
LMArena Hard Prompts1489—
Mystery Game Puzzles33%—
Bench to the Future 30.15—

Math GLM-5.3 leads

GLM-5.3: 62.3 (#33), Ministral 3B: 26.6 (#258)

Math benchmarks
BenchmarkGLM-5.3Ministral 3B
FrontierMath (Tiers 1-3)68.8%—
FrontierMath Tier 429.3%—
OTIS Mock AIME 2024-202591.1%—
ProofBench49%—
LMArena Math1489—
MATH Level 5—14.4%

Knowledge GLM-5.3 leads

GLM-5.3: 58.3 (#37), Ministral 3B: 10.4 (#302)

Knowledge benchmarks
BenchmarkGLM-5.3Ministral 3B
GPQA Diamond90.9%25.3%
SimpleQA Verified41%—
Vectara Hallucination Rate—7.3%
LMArena Expert1516—

Multilingual Not comparable

GLM-5.3: 55.7 (#28), Ministral 3B: —

Multilingual benchmarks
BenchmarkGLM-5.3Ministral 3B
LMArena Non-English1457—
LMArena Chinese1528—
LMArena French1499—
LMArena German1499—
LMArena Japanese1453—
LMArena Korean1472—
LMArena Russian1463—
LMArena Spanish1460—

Instruction Following Not comparable

GLM-5.3: 77.5 (#23), Ministral 3B: —

Instruction Following benchmarks
BenchmarkGLM-5.3Ministral 3B
LMArena Instruction Following1477—

Long Context Not comparable

GLM-5.3: 45.4 (#41), Ministral 3B: —

Long Context benchmarks
BenchmarkGLM-5.3Ministral 3B
LMArena Longer Query1482—

Writing & Preference Not comparable

GLM-5.3: 75.7 (#6), Ministral 3B: —

Writing & Preference benchmarks
BenchmarkGLM-5.3Ministral 3B
LMArena Text1471—
LMArena Creative Writing1457—
EQ-Bench Creative Writing2075—
LMArena Multi-Turn1472—

Frequently asked questions

Is GLM-5.3 better than Ministral 3B?

GLM-5.3 is the stronger model overall, scoring 54.8 to 26.2 on the Noometry Index. Ministral 3B costs 21× less per token, which makes it the better buy when GLM-5.3's lead doesn't matter for your workload.

Which is cheaper, GLM-5.3 or Ministral 3B?

Ministral 3B is cheaper. It lists at $0.10 per million input tokens and $0.10 per million output tokens; GLM-5.3 lists at $1.40 and $4.40.

Which has the bigger context window?

GLM-5.3 does, with 1M tokens against 131K.

How many benchmarks do GLM-5.3 and Ministral 3B share?

4 benchmarks have published results for both models. GLM-5.3 has 42 scored results on Noometry and Ministral 3B has 6.

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