Model comparison

GLM-5.3 vs Mistral 7B

GLM-5.3 is the stronger model overall, scoring 54.8 to 23.0 on the Noometry Index. Mistral 7B costs 8.6× less per token, which makes it the better buy when GLM-5.3's lead doesn't matter for your workload.

Last verified . 21 shared benchmarks.

GLM-5.3 Z.ai (Zhipu)

54.8

Rank #26 Confirmed

Mistral 7B Mistral AI

23.0

Rank #351 Confirmed

Summary

  • They share 21 benchmarks with published results for both. GLM-5.3 scores higher in 8 categories and Mistral 7B in 0 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in math, where GLM-5.3 leads 62.3 to 8.1.
  • The biggest single-benchmark swing is OTIS Mock AIME 2024-2025: 91.1% for GLM-5.3 and 0.3% for Mistral 7B.
  • Mistral 7B is cheaper at $0.25 / $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 8K.

Side by side

GLM-5.3 and Mistral 7B specifications
GLM-5.3Mistral 7B
ProviderZ.ai (Zhipu)Mistral AI
Noometry Index54.823.0
Released2026-08-142023-09-27
WeightsOpenOpen
Context window1M8K
Max output131K8K
Input $ / M tokens$1.40$0.25
Output $ / M tokens$4.40$0.25
Results tracked4237

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Category by category

Coding GLM-5.3 leads

GLM-5.3: 59.5 (#14), Mistral 7B: 26.4 (#326)

Coding benchmarks
BenchmarkGLM-5.3Mistral 7B
LMArena Coding14961082
DeepSWE69%—
FrontierCode40.1%—
CursorBench42.6%—
LMArena WebDev1622—
FrontierSWE30.2%—
SciCode59%—
WeirdML75.4%—
BigCodeBench Instruct—19.5%
BigCodeBench Complete—27.3%
ALE-Bench1,317—
HumanEval+—36%
MBPP+—42.1%

Agentic & Tool Use Not comparable

GLM-5.3: 36.4 (#38), Mistral 7B: —

Agentic & Tool Use benchmarks
BenchmarkGLM-5.3Mistral 7B
APEX-Agents56.6%—
Vending-Bench 28,164—

Reasoning GLM-5.3 leads

GLM-5.3: 46.1 (#46), Mistral 7B: 13.1 (#336)

Reasoning benchmarks
BenchmarkGLM-5.3Mistral 7B
Chess Puzzles21%0%
LMArena Hard Prompts14891067
DTBench87.7%42.5%
Epoch Capabilities Index155.61112.21
NYT Connections (extended)74.2%—
CritPt19.1%—
Mystery Game Puzzles33%—
LMCA55.5%—
Adversarial NLI—47.1%
Bench to the Future 30.15—
BIG-Bench Hard—56.1%
HellaSwag—81%
PIQA—83%
WinoGrande—75.3%

Math GLM-5.3 leads

GLM-5.3: 62.3 (#33), Mistral 7B: 8.1 (#325)

Math benchmarks
BenchmarkGLM-5.3Mistral 7B
OTIS Mock AIME 2024-202591.1%0.3%
LMArena Math14891085
FrontierMath (Tiers 1-3)68.8%—
FrontierMath Tier 429.3%—
ProofBench49%—
MATH Level 5—3.7%
GSM8K—54.4%

Knowledge GLM-5.3 leads

GLM-5.3: 58.3 (#37), Mistral 7B: 7.4 (#311)

Knowledge benchmarks
BenchmarkGLM-5.3Mistral 7B
GPQA Diamond90.9%15.2%
LMArena Expert15161036
SimpleQA Verified41%—
ARC (AI2) Challenge—78.6%
BoolQ—87.4%
MMLU—62.5%
OpenBookQA—79.8%
TriviaQA—75.2%

Multilingual GLM-5.3 leads

GLM-5.3: 55.7 (#28), Mistral 7B: 25.8 (#283)

Multilingual benchmarks
BenchmarkGLM-5.3Mistral 7B
LMArena Non-English14571012
LMArena Chinese15281009
LMArena French14991037
LMArena German1499987
LMArena Japanese1453878
LMArena Russian14631018
LMArena Spanish14601026
LMArena Korean1472—

Instruction Following GLM-5.3 leads

GLM-5.3: 77.5 (#23), Mistral 7B: 54.2 (#280)

Instruction Following benchmarks
BenchmarkGLM-5.3Mistral 7B
LMArena Instruction Following14771060

Long Context GLM-5.3 leads

GLM-5.3: 45.4 (#41), Mistral 7B: 32.2 (#271)

Long Context benchmarks
BenchmarkGLM-5.3Mistral 7B
LMArena Longer Query14821060

Writing & Preference GLM-5.3 leads

GLM-5.3: 75.7 (#6), Mistral 7B: 30.7 (#286)

Writing & Preference benchmarks
BenchmarkGLM-5.3Mistral 7B
LMArena Text14711090
LMArena Creative Writing14571068
LMArena Multi-Turn14721062
EQ-Bench Creative Writing2075—

Frequently asked questions

Is GLM-5.3 better than Mistral 7B?

GLM-5.3 is the stronger model overall, scoring 54.8 to 23.0 on the Noometry Index. Mistral 7B costs 8.6× 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 7B?

Mistral 7B is cheaper. It lists at $0.25 per million input tokens and $0.25 per million output tokens; GLM-5.3 lists at $1.40 and $4.40.

Is GLM-5.3 or Mistral 7B better for coding?

GLM-5.3 scores higher on coding benchmarks: 59.5 versus 26.4 in the Noometry coding category.

Which has the bigger context window?

GLM-5.3 does, with 1M tokens against 8K.

How many benchmarks do GLM-5.3 and Mistral 7B share?

21 benchmarks have published results for both models. GLM-5.3 has 42 scored results on Noometry and Mistral 7B has 37.

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