Model comparison

GLM-5.3 vs Mistral Small 3.2

GLM-5.3 is the stronger model overall, scoring 54.8 to 31.2 on the Noometry Index. Mistral Small 3.2 costs 16× less per token, which makes it the better buy when GLM-5.3's lead doesn't matter for your workload.

Last verified . 5 shared benchmarks.

GLM-5.3 Z.ai (Zhipu)

54.8

Rank #26 Confirmed

Mistral Small 3.2 Mistral AI

31.2

Rank #280 Confirmed

Summary

  • They share 5 benchmarks with published results for both. GLM-5.3 scores higher in 4 categories and Mistral Small 3.2 in 0 categories; 4 gaps are clear of the uncertainty.
  • The widest gap is in math, where GLM-5.3 leads 62.3 to 26.3.
  • The biggest single-benchmark swing is OTIS Mock AIME 2024-2025: 91.1% for GLM-5.3 and 30.3% for Mistral Small 3.2.
  • Mistral Small 3.2 is cheaper at $0.0938 / $0.25 per million input/output tokens, against $1.40 / $4.40 for GLM-5.3.
  • GLM-5.3 accepts more context: 1M tokens versus 256K.

Side by side

GLM-5.3 and Mistral Small 3.2 specifications
GLM-5.3Mistral Small 3.2
ProviderZ.ai (Zhipu)Mistral AI
Noometry Index54.831.2
Released2026-08-142025-06-20
WeightsOpenOpen
Context window1M256K
Max output131K16K
Input $ / M tokens$1.40$0.0938
Output $ / M tokens$4.40$0.25
Results tracked426

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Category by category

Coding Not comparable

GLM-5.3: 59.5 (#14), Mistral Small 3.2: —

Coding benchmarks
BenchmarkGLM-5.3Mistral Small 3.2
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), Mistral Small 3.2: —

Agentic & Tool Use benchmarks
BenchmarkGLM-5.3Mistral Small 3.2
APEX-Agents56.6%—
Vending-Bench 28,164—

Reasoning GLM-5.3 leads

GLM-5.3: 46.1 (#46), Mistral Small 3.2: 18.1 (#287)

Reasoning benchmarks
BenchmarkGLM-5.3Mistral Small 3.2
Chess Puzzles21%1%
Epoch Capabilities Index155.61131.74
Kagi LLM Benchmark—40.4%
NYT Connections (extended)74.2%—
CritPt19.1%—
LMArena Hard Prompts1489—
Mystery Game Puzzles33%—
DTBench87.7%—
LMCA55.5%—
Bench to the Future 30.15—

Math GLM-5.3 leads

GLM-5.3: 62.3 (#33), Mistral Small 3.2: 26.3 (#260)

Math benchmarks
BenchmarkGLM-5.3Mistral Small 3.2
OTIS Mock AIME 2024-202591.1%30.3%
FrontierMath (Tiers 1-3)68.8%—
FrontierMath Tier 429.3%—
ProofBench49%—
LMArena Math1489—

Knowledge GLM-5.3 leads

GLM-5.3: 58.3 (#37), Mistral Small 3.2: 26.7 (#256)

Knowledge benchmarks
BenchmarkGLM-5.3Mistral Small 3.2
GPQA Diamond90.9%49.1%
SimpleQA Verified41%—
LMArena Expert1516—

Multilingual Not comparable

GLM-5.3: 55.7 (#28), Mistral Small 3.2: —

Multilingual benchmarks
BenchmarkGLM-5.3Mistral Small 3.2
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), Mistral Small 3.2: —

Instruction Following benchmarks
BenchmarkGLM-5.3Mistral Small 3.2
LMArena Instruction Following1477—

Long Context Not comparable

GLM-5.3: 45.4 (#41), Mistral Small 3.2: —

Long Context benchmarks
BenchmarkGLM-5.3Mistral Small 3.2
LMArena Longer Query1482—

Writing & Preference GLM-5.3 leads

GLM-5.3: 75.7 (#6), Mistral Small 3.2: 45.0 (#224)

Writing & Preference benchmarks
BenchmarkGLM-5.3Mistral Small 3.2
EQ-Bench Creative Writing20751255
LMArena Text1471—
LMArena Creative Writing1457—
LMArena Multi-Turn1472—

Frequently asked questions

Is GLM-5.3 better than Mistral Small 3.2?

GLM-5.3 is the stronger model overall, scoring 54.8 to 31.2 on the Noometry Index. Mistral Small 3.2 costs 16× 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 Mistral Small 3.2?

Mistral Small 3.2 is cheaper. It lists at $0.0938 per million input tokens and $0.25 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 256K.

How many benchmarks do GLM-5.3 and Mistral Small 3.2 share?

5 benchmarks have published results for both models. GLM-5.3 has 42 scored results on Noometry and Mistral Small 3.2 has 6.

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