Model comparison

GLM-5 vs Qwen3-VL 235B-A22B

GLM-5 is the stronger model overall, scoring 46.1 to 43.2 on the Noometry Index.

Last verified . 17 shared benchmarks.

GLM-5 Z.ai (Zhipu)

46.1

Rank #66 Confirmed

Qwen3-VL 235B-A22B Alibaba (Qwen)

43.2

Rank #95 Confirmed

Summary

  • They share 17 benchmarks with published results for both. GLM-5 scores higher in 7 categories and Qwen3-VL 235B-A22B in 1 category; 8 gaps are clear of the uncertainty.
  • The widest gap is in knowledge, where GLM-5 leads 52.3 to 40.3.
  • Qwen3-VL 235B-A22B is cheaper at $0.70 / $2.80 per million input/output tokens, against $1 / $3.20 for GLM-5.
  • GLM-5 accepts more context: 205K tokens versus 131K.

Side by side

GLM-5 and Qwen3-VL 235B-A22B specifications
GLM-5Qwen3-VL 235B-A22B
ProviderZ.ai (Zhipu)Alibaba (Qwen)
Noometry Index46.143.2
Released2026-02-112025-04
WeightsOpenOpen
Context window205K131K
Max output131K33K
Input $ / M tokens$1$0.70
Output $ / M tokens$3.20$2.80
Results tracked4518

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Category by category

Coding GLM-5 leads

GLM-5: 49.0 (#52), Qwen3-VL 235B-A22B: 42.4 (#100)

Coding benchmarks
BenchmarkGLM-5Qwen3-VL 235B-A22B
LMArena Coding14611439
SWE-bench Verified72.1%—
SWE-bench Verified (bash only)72.8%—
LMArena WebDev1434—
SWE-bench Multilingual69.7%—
WeirdML48.2%—
ALE-Bench765.62—

Agentic & Tool Use Not comparable

GLM-5: 31.1 (#71), Qwen3-VL 235B-A22B: —

Agentic & Tool Use benchmarks
BenchmarkGLM-5Qwen3-VL 235B-A22B
Terminal-Bench52.4%—
τ²-bench Airline82.5%—
τ²-bench Banking9.8%—
τ²-bench Retail73.7%—
τ²-bench Telecom86.8%—
Vending-Bench 24,432—

Reasoning Qwen3-VL 235B-A22B leads

GLM-5: 27.6 (#116), Qwen3-VL 235B-A22B: 29.3 (#92)

Reasoning benchmarks
BenchmarkGLM-5Qwen3-VL 235B-A22B
LMArena Hard Prompts14521428
ARC-AGI-24.9%—
SimpleBench53.2%—
Kagi LLM Benchmark75%—
NYT Connections (extended)74.8%—
ARC-AGI-144.7%—
Chess Puzzles10%—
Epoch Capabilities Index145.83—
ForecastBench61—

Math GLM-5 leads

GLM-5: 46.4 (#71), Qwen3-VL 235B-A22B: 39.0 (#118)

Math benchmarks
BenchmarkGLM-5Qwen3-VL 235B-A22B
LMArena Math14401426
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), Qwen3-VL 235B-A22B: 40.3 (#121)

Knowledge benchmarks
BenchmarkGLM-5Qwen3-VL 235B-A22B
LMArena Expert14541442
GPQA Diamond87.8%—
Vectara Hallucination Rate10.1%—

Multimodal Not comparable

GLM-5: —, Qwen3-VL 235B-A22B: 39.8 (#55)

Multimodal benchmarks
BenchmarkGLM-5Qwen3-VL 235B-A22B
LMArena Vision—1247

Multilingual GLM-5 leads

GLM-5: 53.7 (#58), Qwen3-VL 235B-A22B: 51.9 (#97)

Multilingual benchmarks
BenchmarkGLM-5Qwen3-VL 235B-A22B
LMArena Non-English14301405
LMArena Chinese15111463
LMArena French14551452
LMArena German14451424
LMArena Japanese14161385
LMArena Korean14231394
LMArena Russian14361408
LMArena Spanish14541428

Instruction Following GLM-5 leads

GLM-5: 75.2 (#67), Qwen3-VL 235B-A22B: 74.2 (#101)

Instruction Following benchmarks
BenchmarkGLM-5Qwen3-VL 235B-A22B
LMArena Instruction Following14281406

Long Context GLM-5 leads

GLM-5: 44.7 (#60), Qwen3-VL 235B-A22B: 43.4 (#98)

Long Context benchmarks
BenchmarkGLM-5Qwen3-VL 235B-A22B
LMArena Longer Query14461420
CL-bench18.7%—

Writing & Preference GLM-5 leads

GLM-5: 66.0 (#38), Qwen3-VL 235B-A22B: 60.2 (#99)

Writing & Preference benchmarks
BenchmarkGLM-5Qwen3-VL 235B-A22B
LMArena Text14461420
LMArena Creative Writing14391366
LMArena Multi-Turn14561428
EQ-Bench Creative Writing1601—

Frequently asked questions

Is GLM-5 better than Qwen3-VL 235B-A22B?

GLM-5 is the stronger model overall, scoring 46.1 to 43.2 on the Noometry Index.

Which is cheaper, GLM-5 or Qwen3-VL 235B-A22B?

Qwen3-VL 235B-A22B is cheaper. It lists at $0.70 per million input tokens and $2.80 per million output tokens; GLM-5 lists at $1 and $3.20.

Is GLM-5 or Qwen3-VL 235B-A22B better for coding?

GLM-5 scores higher on coding benchmarks: 49.0 versus 42.4 in the Noometry coding category.

Which has the bigger context window?

GLM-5 does, with 205K tokens against 131K.

How many benchmarks do GLM-5 and Qwen3-VL 235B-A22B share?

17 benchmarks have published results for both models. GLM-5 has 45 scored results on Noometry and Qwen3-VL 235B-A22B has 18.

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