Model comparison

DeepSeek LLM 67B vs GLM-4.6V

GLM-4.6V is the stronger model overall, scoring 41.3 to 24.9 on the Noometry Index.

Last verified . 9 shared benchmarks.

DeepSeek LLM 67B DeepSeek

24.9

Rank #347 Confirmed

GLM-4.6V Z.ai (Zhipu)

41.3

Rank #137 Confirmed

Summary

  • They share 9 benchmarks with published results for both. DeepSeek LLM 67B scores higher in 0 categories and GLM-4.6V in 7 categories; 7 gaps are clear of the uncertainty.
  • The widest gap is in knowledge, where GLM-4.6V leads 38.0 to 7.0.

Side by side

DeepSeek LLM 67B and GLM-4.6V specifications
DeepSeek LLM 67BGLM-4.6V
ProviderDeepSeekZ.ai (Zhipu)
Noometry Index24.941.3
Released2023-11-292025-12-08
WeightsOpenOpen
Context window—128K
Max output—33K
Input $ / M tokens—$0.30
Output $ / M tokens—$0.90
Results tracked1512

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Category by category

Coding GLM-4.6V leads

DeepSeek LLM 67B: 31.9 (#278), GLM-4.6V: 40.9 (#128)

Coding benchmarks
BenchmarkDeepSeek LLM 67BGLM-4.6V
LMArena Coding10961390

Reasoning GLM-4.6V leads

DeepSeek LLM 67B: 16.5 (#304), GLM-4.6V: 27.6 (#115)

Reasoning benchmarks
BenchmarkDeepSeek LLM 67BGLM-4.6V
LMArena Hard Prompts10701368
Chess Puzzles0%—
Epoch Capabilities Index110.5—

Math Not comparable

DeepSeek LLM 67B: 8.7 (#324), GLM-4.6V: —

Math benchmarks
BenchmarkDeepSeek LLM 67BGLM-4.6V
OTIS Mock AIME 2024-20250.8%—
LMArena Math1108—
MATH Level 56.4%—

Knowledge GLM-4.6V leads

DeepSeek LLM 67B: 7.0 (#313), GLM-4.6V: 38.0 (#149)

Knowledge benchmarks
BenchmarkDeepSeek LLM 67BGLM-4.6V
GPQA Diamond24.6%—
LMArena Expert—1371

Multimodal Not comparable

DeepSeek LLM 67B: —, GLM-4.6V: 34.8 (#90)

Multimodal benchmarks
BenchmarkDeepSeek LLM 67BGLM-4.6V
LMArena Vision—1164

Multilingual GLM-4.6V leads

DeepSeek LLM 67B: 29.4 (#267), GLM-4.6V: 48.6 (#141)

Multilingual benchmarks
BenchmarkDeepSeek LLM 67BGLM-4.6V
LMArena Non-English10731359
LMArena Chinese11321425
LMArena Russian—1340

Instruction Following GLM-4.6V leads

DeepSeek LLM 67B: 55.4 (#277), GLM-4.6V: 71.4 (#151)

Instruction Following benchmarks
BenchmarkDeepSeek LLM 67BGLM-4.6V
LMArena Instruction Following10791352

Long Context GLM-4.6V leads

DeepSeek LLM 67B: 33.1 (#265), GLM-4.6V: 41.3 (#143)

Long Context benchmarks
BenchmarkDeepSeek LLM 67BGLM-4.6V
LMArena Longer Query10921358

Writing & Preference GLM-4.6V leads

DeepSeek LLM 67B: 31.6 (#282), GLM-4.6V: 56.6 (#137)

Writing & Preference benchmarks
BenchmarkDeepSeek LLM 67BGLM-4.6V
LMArena Text11051377
LMArena Creative Writing10671347
LMArena Multi-Turn10821360

Frequently asked questions

Is DeepSeek LLM 67B better than GLM-4.6V?

GLM-4.6V is the stronger model overall, scoring 41.3 to 24.9 on the Noometry Index.

Is DeepSeek LLM 67B or GLM-4.6V better for coding?

GLM-4.6V scores higher on coding benchmarks: 40.9 versus 31.9 in the Noometry coding category.

How many benchmarks do DeepSeek LLM 67B and GLM-4.6V share?

9 benchmarks have published results for both models. DeepSeek LLM 67B has 15 scored results on Noometry and GLM-4.6V has 12.

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