Model comparison

GLM-4.6 vs Hunyuan Turbo 0110

GLM-4.6 is the stronger model overall, scoring 41.4 to 39.6 on the Noometry Index.

Last verified . 11 shared benchmarks.

GLM-4.6 Z.ai (Zhipu)

41.4

Rank #135 Confirmed

Hunyuan Turbo 0110 Tencent

39.6

Rank #163 Confirmed

Summary

  • They share 11 benchmarks with published results for both. GLM-4.6 scores higher in 6 categories and Hunyuan Turbo 0110 in 1 category; 7 gaps are clear of the uncertainty.
  • The widest gap is in writing & preference, where GLM-4.6 leads 61.1 to 50.2.
  • GLM-4.6 has downloadable open weights; the other is API-only.

Side by side

GLM-4.6 and Hunyuan Turbo 0110 specifications
GLM-4.6Hunyuan Turbo 0110
ProviderZ.ai (Zhipu)Tencent
Noometry Index41.439.6
Released2025-09-30—
WeightsOpenProprietary
Context window205K—
Max output131K—
Input $ / M tokens$0.60—
Output $ / M tokens$2.20—
Results tracked2911

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Category by category

Coding GLM-4.6 leads

GLM-4.6: 40.1 (#148), Hunyuan Turbo 0110: 38.6 (#171)

Coding benchmarks
BenchmarkGLM-4.6Hunyuan Turbo 0110
LMArena Coding14491319
SWE-bench Verified (bash only)55.4%—
LMArena WebDev1340—
SciCode38.4%—
ALE-Bench340.82—

Agentic & Tool Use Not comparable

GLM-4.6: 32.3 (#66), Hunyuan Turbo 0110: —

Agentic & Tool Use benchmarks
BenchmarkGLM-4.6Hunyuan Turbo 0110
Terminal-Bench24.5%—
Berkeley Function Calling Leaderboard72.4%—

Reasoning Hunyuan Turbo 0110 leads

GLM-4.6: 23.7 (#172), Hunyuan Turbo 0110: 26.1 (#137)

Reasoning benchmarks
BenchmarkGLM-4.6Hunyuan Turbo 0110
LMArena Hard Prompts14401308
Kagi LLM Benchmark47.4%—
CritPt1.1%—

Math GLM-4.6 leads

GLM-4.6: 39.1 (#111), Hunyuan Turbo 0110: 35.6 (#180)

Math benchmarks
BenchmarkGLM-4.6Hunyuan Turbo 0110
LMArena Math14321273
FrontierMath (Feb 2025 set)3.8%—
FrontierMath Tier 4 (v1)2.1%—

Knowledge Not comparable

GLM-4.6: 40.2 (#124), Hunyuan Turbo 0110: —

Knowledge benchmarks
BenchmarkGLM-4.6Hunyuan Turbo 0110
Vectara Hallucination Rate9.5%—
LMArena Expert1431—

Multilingual GLM-4.6 leads

GLM-4.6: 53.5 (#66), Hunyuan Turbo 0110: 43.3 (#184)

Multilingual benchmarks
BenchmarkGLM-4.6Hunyuan Turbo 0110
LMArena Non-English14261285
LMArena Chinese14991358
LMArena Russian14191305
LMArena French1459—
LMArena German1447—
LMArena Japanese1393—
LMArena Korean1400—
LMArena Spanish1436—

Instruction Following GLM-4.6 leads

GLM-4.6: 74.3 (#98), Hunyuan Turbo 0110: 67.4 (#195)

Instruction Following benchmarks
BenchmarkGLM-4.6Hunyuan Turbo 0110
LMArena Instruction Following14101278

Long Context GLM-4.6 leads

GLM-4.6: 43.4 (#94), Hunyuan Turbo 0110: 39.8 (#168)

Long Context benchmarks
BenchmarkGLM-4.6Hunyuan Turbo 0110
LMArena Longer Query14221309

Writing & Preference GLM-4.6 leads

GLM-4.6: 61.1 (#90), Hunyuan Turbo 0110: 50.2 (#183)

Writing & Preference benchmarks
BenchmarkGLM-4.6Hunyuan Turbo 0110
LMArena Text14401311
LMArena Creative Writing14111269
LMArena Multi-Turn14271303
EQ-Bench Creative Writing1411—

Frequently asked questions

Is GLM-4.6 better than Hunyuan Turbo 0110?

GLM-4.6 is the stronger model overall, scoring 41.4 to 39.6 on the Noometry Index.

Is GLM-4.6 or Hunyuan Turbo 0110 better for coding?

GLM-4.6 scores higher on coding benchmarks: 40.1 versus 38.6 in the Noometry coding category.

How many benchmarks do GLM-4.6 and Hunyuan Turbo 0110 share?

11 benchmarks have published results for both models. GLM-4.6 has 29 scored results on Noometry and Hunyuan Turbo 0110 has 11.

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