Model comparison

Gemini 2.0 Flash-Lite vs GLM-4.6V

GLM-4.6V is the stronger model overall, scoring 41.3 to 37.8 on the Noometry Index.

Last verified . 12 shared benchmarks.

Gemini 2.0 Flash-Lite Google

37.8

Rank #194 Confirmed

GLM-4.6V Z.ai (Zhipu)

41.3

Rank #137 Confirmed

Summary

  • They share 12 benchmarks with published results for both. Gemini 2.0 Flash-Lite scores higher in 0 categories and GLM-4.6V in 8 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in reasoning, where GLM-4.6V leads 27.6 to 22.0.
  • GLM-4.6V has downloadable open weights; the other is API-only.

Side by side

Gemini 2.0 Flash-Lite and GLM-4.6V specifications
Gemini 2.0 Flash-LiteGLM-4.6V
ProviderGoogleZ.ai (Zhipu)
Noometry Index37.841.3
Released2025-02-052025-12-08
WeightsProprietaryOpen
Context window—128K
Max output—33K
Input $ / M tokens—$0.30
Output $ / M tokens—$0.90
Results tracked3212

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Category by category

Coding GLM-4.6V leads

Gemini 2.0 Flash-Lite: 37.9 (#185), GLM-4.6V: 40.9 (#128)

Coding benchmarks
BenchmarkGemini 2.0 Flash-LiteGLM-4.6V
LMArena Coding13221390
LiveBench Coding47.1%—

Reasoning GLM-4.6V leads

Gemini 2.0 Flash-Lite: 22.0 (#210), GLM-4.6V: 27.6 (#115)

Reasoning benchmarks
BenchmarkGemini 2.0 Flash-LiteGLM-4.6V
LMArena Hard Prompts13241368
LiveBench Reasoning50.1%—
DTBench52.5%—
LiveBench Data Analysis65.5%—
ForecastBench57.1—
LiveBench54.3%—

Math Not comparable

Gemini 2.0 Flash-Lite: 34.1 (#196), GLM-4.6V: —

Math benchmarks
BenchmarkGemini 2.0 Flash-LiteGLM-4.6V
Omni-MATH37.4%—
LiveBench Math58.1%—
LMArena Math1309—

Knowledge GLM-4.6V leads

Gemini 2.0 Flash-Lite: 35.0 (#189), GLM-4.6V: 38.0 (#149)

Knowledge benchmarks
BenchmarkGemini 2.0 Flash-LiteGLM-4.6V
LMArena Expert13051371
MMLU-Pro72%—
GPQA (HELM)50%—

Multimodal GLM-4.6V leads

Gemini 2.0 Flash-Lite: 31.2 (#109), GLM-4.6V: 34.8 (#90)

Multimodal benchmarks
BenchmarkGemini 2.0 Flash-LiteGLM-4.6V
LMArena Vision11001164

Multilingual GLM-4.6V leads

Gemini 2.0 Flash-Lite: 46.0 (#161), GLM-4.6V: 48.6 (#141)

Multilingual benchmarks
BenchmarkGemini 2.0 Flash-LiteGLM-4.6V
LMArena Non-English13231359
LMArena Chinese13391425
LMArena Russian13281340
LMArena French1347—
LMArena German1306—
LMArena Japanese1301—
LMArena Korean1325—
LMArena Spanish1313—

Instruction Following GLM-4.6V leads

Gemini 2.0 Flash-Lite: 70.4 (#163), GLM-4.6V: 71.4 (#151)

Instruction Following benchmarks
BenchmarkGemini 2.0 Flash-LiteGLM-4.6V
LMArena Instruction Following13051352
LiveBench Instruction Following78.3%—
IFEval82.4%—

Long Context GLM-4.6V leads

Gemini 2.0 Flash-Lite: 40.1 (#160), GLM-4.6V: 41.3 (#143)

Long Context benchmarks
BenchmarkGemini 2.0 Flash-LiteGLM-4.6V
LMArena Longer Query13201358

Writing & Preference GLM-4.6V leads

Gemini 2.0 Flash-Lite: 51.7 (#177), GLM-4.6V: 56.6 (#137)

Writing & Preference benchmarks
BenchmarkGemini 2.0 Flash-LiteGLM-4.6V
LMArena Text13301377
LMArena Creative Writing13191347
LMArena Multi-Turn13071360
WildBench79%—
LiveBench Language34.3%—

Frequently asked questions

Is Gemini 2.0 Flash-Lite better than GLM-4.6V?

GLM-4.6V is the stronger model overall, scoring 41.3 to 37.8 on the Noometry Index.

Is Gemini 2.0 Flash-Lite or GLM-4.6V better for coding?

GLM-4.6V scores higher on coding benchmarks: 40.9 versus 37.9 in the Noometry coding category.

How many benchmarks do Gemini 2.0 Flash-Lite and GLM-4.6V share?

12 benchmarks have published results for both models. Gemini 2.0 Flash-Lite has 32 scored results on Noometry and GLM-4.6V has 12.

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