Model comparison

GLM-5 vs Magistral Medium

GLM-5 is the stronger model overall, scoring 46.1 to 35.2 on the Noometry Index.

Last verified . 20 shared benchmarks.

GLM-5 Z.ai (Zhipu)

46.1

Rank #66 Confirmed

Magistral Medium Mistral AI

35.2

Rank #227 Confirmed

Summary

  • They share 20 benchmarks with published results for both. GLM-5 scores higher in 8 categories and Magistral Medium in 0 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in writing & preference, where GLM-5 leads 66.0 to 46.3.
  • The biggest single-benchmark swing is Kagi LLM Benchmark: 75% for GLM-5 and 16.2% for Magistral Medium.
  • GLM-5 is cheaper at $1 / $3.20 per million input/output tokens, against $2 / $5 for Magistral Medium.
  • Magistral Medium accepts more context: 262K tokens versus 205K.

Side by side

GLM-5 and Magistral Medium specifications
GLM-5Magistral Medium
ProviderZ.ai (Zhipu)Mistral AI
Noometry Index46.135.2
Released2026-02-112025-03-17
WeightsOpenOpen
Context window205K262K
Max output131K16K
Input $ / M tokens$1$2
Output $ / M tokens$3.20$5
Results tracked4522

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Category by category

Coding GLM-5 leads

GLM-5: 49.0 (#52), Magistral Medium: 39.1 (#161)

Coding benchmarks
BenchmarkGLM-5Magistral Medium
LMArena Coding14611319
SWE-bench Verified72.1%—
SWE-bench Verified (bash only)72.8%—
LMArena WebDev1434—
SWE-bench Multilingual69.7%—
SciCode—39.2%
WeirdML48.2%—
ALE-Bench765.62—

Agentic & Tool Use Not comparable

GLM-5: 31.1 (#71), Magistral Medium: —

Agentic & Tool Use benchmarks
BenchmarkGLM-5Magistral Medium
Terminal-Bench52.4%—
τ²-bench Airline82.5%—
τ²-bench Banking9.8%—
τ²-bench Retail73.7%—
τ²-bench Telecom86.8%—
Vending-Bench 24,432—

Reasoning GLM-5 leads

GLM-5: 27.6 (#116), Magistral Medium: 8.6 (#348)

Reasoning benchmarks
BenchmarkGLM-5Magistral Medium
ARC-AGI-24.9%0%
Kagi LLM Benchmark75%16.2%
ARC-AGI-144.7%6.1%
LMArena Hard Prompts14521267
SimpleBench53.2%—
NYT Connections (extended)74.8%—
CritPt—0.3%
Chess Puzzles10%—
Epoch Capabilities Index145.83—
ForecastBench61—

Math GLM-5 leads

GLM-5: 46.4 (#71), Magistral Medium: 35.1 (#189)

Math benchmarks
BenchmarkGLM-5Magistral Medium
LMArena Math14401250
MathArena Final-Answer Competitions65.7%—
OTIS Mock AIME 2024-202580%—
FrontierMath (Feb 2025 set)16.4%—
FrontierMath Tier 4 (v1)2.1%—

Knowledge GLM-5 leads

GLM-5: 52.3 (#64), Magistral Medium: 33.5 (#202)

Knowledge benchmarks
BenchmarkGLM-5Magistral Medium
LMArena Expert14541223
GPQA Diamond87.8%—
Vectara Hallucination Rate10.1%—

Multilingual GLM-5 leads

GLM-5: 53.7 (#58), Magistral Medium: 39.6 (#224)

Multilingual benchmarks
BenchmarkGLM-5Magistral Medium
LMArena Non-English14301232
LMArena Chinese15111227
LMArena French14551267
LMArena German14451248
LMArena Japanese14161175
LMArena Korean14231125
LMArena Russian14361224
LMArena Spanish14541271

Instruction Following GLM-5 leads

GLM-5: 75.2 (#67), Magistral Medium: 66.0 (#211)

Instruction Following benchmarks
BenchmarkGLM-5Magistral Medium
LMArena Instruction Following14281254

Long Context GLM-5 leads

GLM-5: 44.7 (#60), Magistral Medium: 39.3 (#183)

Long Context benchmarks
BenchmarkGLM-5Magistral Medium
LMArena Longer Query14461295
CL-bench18.7%—

Writing & Preference GLM-5 leads

GLM-5: 66.0 (#38), Magistral Medium: 46.3 (#219)

Writing & Preference benchmarks
BenchmarkGLM-5Magistral Medium
LMArena Text14461255
LMArena Creative Writing14391245
LMArena Multi-Turn14561275
EQ-Bench Creative Writing1601—

Frequently asked questions

Is GLM-5 better than Magistral Medium?

GLM-5 is the stronger model overall, scoring 46.1 to 35.2 on the Noometry Index.

Which is cheaper, GLM-5 or Magistral Medium?

GLM-5 is cheaper. It lists at $1 per million input tokens and $3.20 per million output tokens; Magistral Medium lists at $2 and $5.

Is GLM-5 or Magistral Medium better for coding?

GLM-5 scores higher on coding benchmarks: 49.0 versus 39.1 in the Noometry coding category.

Which has the bigger context window?

Magistral Medium does, with 262K tokens against 205K.

How many benchmarks do GLM-5 and Magistral Medium share?

20 benchmarks have published results for both models. GLM-5 has 45 scored results on Noometry and Magistral Medium has 22.

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