Model comparison

GLM-4.7-Flash vs Qwen3.7 Max

Qwen3.7 Max is the stronger model overall, scoring 51.5 to 38.8 on the Noometry Index. GLM-4.7-Flash costs 26× less per token, which makes it the better buy when Qwen3.7 Max's lead doesn't matter for your workload.

Last verified . 15 shared benchmarks.

GLM-4.7-Flash Z.ai (Zhipu)

38.8

Rank #180 Confirmed

Qwen3.7 Max Alibaba (Qwen)

51.5

Rank #42 Confirmed

Summary

  • They share 15 benchmarks with published results for both. GLM-4.7-Flash scores higher in 0 categories and Qwen3.7 Max in 8 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in reasoning, where Qwen3.7 Max leads 49.2 to 20.9.
  • The biggest single-benchmark swing is OTIS Mock AIME 2024-2025: 58.3% for GLM-4.7-Flash and 95.6% for Qwen3.7 Max.
  • GLM-4.7-Flash is cheaper at $0.06 / $0.40 per million input/output tokens, against $2.50 / $7.50 for Qwen3.7 Max.
  • Qwen3.7 Max accepts more context: 1M tokens versus 200K.
  • GLM-4.7-Flash has downloadable open weights; the other is API-only.

Side by side

GLM-4.7-Flash and Qwen3.7 Max specifications
GLM-4.7-FlashQwen3.7 Max
ProviderZ.ai (Zhipu)Alibaba (Qwen)
Noometry Index38.851.5
Released2026-01-192026-05-19
WeightsOpenProprietary
Context window200K1M
Max output131K131K
Input $ / M tokens$0.06$2.50
Output $ / M tokens$0.40$7.50
Results tracked2133

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Category by category

Coding Qwen3.7 Max leads

GLM-4.7-Flash: 40.6 (#135), Qwen3.7 Max: 50.4 (#45)

Coding benchmarks
BenchmarkGLM-4.7-FlashQwen3.7 Max
LMArena Coding13831498
SWE-bench Verified—77.3%
LMArena WebDev—1515
SciCode—48.8%
ALE-Bench—1,189

Agentic & Tool Use Not comparable

GLM-4.7-Flash: —, Qwen3.7 Max: 22.1 (#135)

Agentic & Tool Use benchmarks
BenchmarkGLM-4.7-FlashQwen3.7 Max
GBAEval—0.4%

Reasoning Qwen3.7 Max leads

GLM-4.7-Flash: 20.9 (#229), Qwen3.7 Max: 49.2 (#38)

Reasoning benchmarks
BenchmarkGLM-4.7-FlashQwen3.7 Max
Chess Puzzles0%19%
LMArena Hard Prompts13561483
SimpleBench—70.4%
NYT Connections (extended)—85.1%
CritPt—13.4%
EBR-Bench—9.5%
Mystery Game Puzzles—32%
DTBench—92.3%
LMCA—44%
Epoch Capabilities Index—153.68

Math Qwen3.7 Max leads

GLM-4.7-Flash: 36.1 (#173), Qwen3.7 Max: 62.4 (#32)

Math benchmarks
BenchmarkGLM-4.7-FlashQwen3.7 Max
OTIS Mock AIME 2024-202558.3%95.6%
LMArena Math13551490
FrontierMath (Tiers 1-3)—64.6%
FrontierMath Tier 4—34.1%
ProofBench—26%

Knowledge Qwen3.7 Max leads

GLM-4.7-Flash: 35.5 (#184), Qwen3.7 Max: 61.6 (#28)

Knowledge benchmarks
BenchmarkGLM-4.7-FlashQwen3.7 Max
GPQA Diamond60.5%90.9%
LMArena Expert13571488
SimpleQA Verified—55.8%
Vectara Hallucination Rate9.3%—

Multilingual Qwen3.7 Max leads

GLM-4.7-Flash: 46.5 (#158), Qwen3.7 Max: 56.9 (#15)

Multilingual benchmarks
BenchmarkGLM-4.7-FlashQwen3.7 Max
LMArena Non-English13301474
LMArena Chinese14031530
LMArena Russian13321484
LMArena French1332—
LMArena German1337—
LMArena Korean1283—
LMArena Spanish1350—

Instruction Following Qwen3.7 Max leads

GLM-4.7-Flash: 70.1 (#167), Qwen3.7 Max: 76.7 (#38)

Instruction Following benchmarks
BenchmarkGLM-4.7-FlashQwen3.7 Max
LMArena Instruction Following13271460

Long Context Qwen3.7 Max leads

GLM-4.7-Flash: 40.9 (#148), Qwen3.7 Max: 45.4 (#40)

Long Context benchmarks
BenchmarkGLM-4.7-FlashQwen3.7 Max
LMArena Longer Query13451482

Writing & Preference Qwen3.7 Max leads

GLM-4.7-Flash: 47.4 (#210), Qwen3.7 Max: 65.0 (#54)

Writing & Preference benchmarks
BenchmarkGLM-4.7-FlashQwen3.7 Max
LMArena Text13511476
LMArena Creative Writing12971449
LMArena Multi-Turn13421481
EQ-Bench Creative Writing1125—
EQ-Bench 4—1110

Frequently asked questions

Is GLM-4.7-Flash better than Qwen3.7 Max?

Qwen3.7 Max is the stronger model overall, scoring 51.5 to 38.8 on the Noometry Index. GLM-4.7-Flash costs 26× less per token, which makes it the better buy when Qwen3.7 Max's lead doesn't matter for your workload.

Which is cheaper, GLM-4.7-Flash or Qwen3.7 Max?

GLM-4.7-Flash is cheaper. It lists at $0.06 per million input tokens and $0.40 per million output tokens; Qwen3.7 Max lists at $2.50 and $7.50.

Is GLM-4.7-Flash or Qwen3.7 Max better for coding?

Qwen3.7 Max scores higher on coding benchmarks: 50.4 versus 40.6 in the Noometry coding category.

Which has the bigger context window?

Qwen3.7 Max does, with 1M tokens against 200K.

How many benchmarks do GLM-4.7-Flash and Qwen3.7 Max share?

15 benchmarks have published results for both models. GLM-4.7-Flash has 21 scored results on Noometry and Qwen3.7 Max has 33.

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