Model comparison

Gemini 2.0 Flash-Lite vs Granite 3.0 8b Instruct

Gemini 2.0 Flash-Lite is the stronger model overall, scoring 37.8 to 31.6 on the Noometry Index.

Last verified . 12 shared benchmarks.

Gemini 2.0 Flash-Lite Google

37.8

Rank #194 Confirmed

Granite 3.0 8b Instruct IBM

31.6

Rank #270 Confirmed

Summary

  • They share 12 benchmarks with published results for both. Gemini 2.0 Flash-Lite scores higher in 8 categories and Granite 3.0 8b Instruct in 0 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in writing & preference, where Gemini 2.0 Flash-Lite leads 51.7 to 31.1.
  • Granite 3.0 8b Instruct has downloadable open weights; the other is API-only.

Side by side

Gemini 2.0 Flash-Lite and Granite 3.0 8b Instruct specifications
Gemini 2.0 Flash-LiteGranite 3.0 8b Instruct
ProviderGoogleIBM
Noometry Index37.831.6
Released2025-02-05—
WeightsProprietaryOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked3214

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Category by category

Coding Gemini 2.0 Flash-Lite leads

Gemini 2.0 Flash-Lite: 37.9 (#185), Granite 3.0 8b Instruct: 29.7 (#301)

Coding benchmarks
BenchmarkGemini 2.0 Flash-LiteGranite 3.0 8b Instruct
LMArena Coding13221112
BigCodeBench Instruct—29.3%
LiveBench Coding47.1%—
BigCodeBench Complete—35.4%

Reasoning Gemini 2.0 Flash-Lite leads

Gemini 2.0 Flash-Lite: 22.0 (#210), Granite 3.0 8b Instruct: 20.9 (#230)

Reasoning benchmarks
BenchmarkGemini 2.0 Flash-LiteGranite 3.0 8b Instruct
LMArena Hard Prompts13241092
LiveBench Reasoning50.1%—
DTBench52.5%—
LiveBench Data Analysis65.5%—
ForecastBench57.1—
LiveBench54.3%—

Math Gemini 2.0 Flash-Lite leads

Gemini 2.0 Flash-Lite: 34.1 (#196), Granite 3.0 8b Instruct: 32.8 (#210)

Math benchmarks
BenchmarkGemini 2.0 Flash-LiteGranite 3.0 8b Instruct
LMArena Math13091143
Omni-MATH37.4%—
LiveBench Math58.1%—

Knowledge Gemini 2.0 Flash-Lite leads

Gemini 2.0 Flash-Lite: 35.0 (#189), Granite 3.0 8b Instruct: 29.6 (#236)

Knowledge benchmarks
BenchmarkGemini 2.0 Flash-LiteGranite 3.0 8b Instruct
LMArena Expert13051087
MMLU-Pro72%—
GPQA (HELM)50%—

Multimodal Not comparable

Gemini 2.0 Flash-Lite: 31.2 (#109), Granite 3.0 8b Instruct: —

Multimodal benchmarks
BenchmarkGemini 2.0 Flash-LiteGranite 3.0 8b Instruct
LMArena Vision1100—

Multilingual Gemini 2.0 Flash-Lite leads

Gemini 2.0 Flash-Lite: 46.0 (#161), Granite 3.0 8b Instruct: 27.2 (#276)

Multilingual benchmarks
BenchmarkGemini 2.0 Flash-LiteGranite 3.0 8b Instruct
LMArena Non-English13231037
LMArena Chinese13391063
LMArena Russian13281060
LMArena French1347—
LMArena German1306—
LMArena Japanese1301—
LMArena Korean1325—
LMArena Spanish1313—

Instruction Following Gemini 2.0 Flash-Lite leads

Gemini 2.0 Flash-Lite: 70.4 (#163), Granite 3.0 8b Instruct: 56.0 (#276)

Instruction Following benchmarks
BenchmarkGemini 2.0 Flash-LiteGranite 3.0 8b Instruct
LMArena Instruction Following13051088
LiveBench Instruction Following78.3%—
IFEval82.4%—

Long Context Gemini 2.0 Flash-Lite leads

Gemini 2.0 Flash-Lite: 40.1 (#160), Granite 3.0 8b Instruct: 34.0 (#252)

Long Context benchmarks
BenchmarkGemini 2.0 Flash-LiteGranite 3.0 8b Instruct
LMArena Longer Query13201122

Writing & Preference Gemini 2.0 Flash-Lite leads

Gemini 2.0 Flash-Lite: 51.7 (#177), Granite 3.0 8b Instruct: 31.1 (#285)

Writing & Preference benchmarks
BenchmarkGemini 2.0 Flash-LiteGranite 3.0 8b Instruct
LMArena Text13301096
LMArena Creative Writing13191071
LMArena Multi-Turn13071063
WildBench79%—
LiveBench Language34.3%—

Frequently asked questions

Is Gemini 2.0 Flash-Lite better than Granite 3.0 8b Instruct?

Gemini 2.0 Flash-Lite is the stronger model overall, scoring 37.8 to 31.6 on the Noometry Index.

Is Gemini 2.0 Flash-Lite or Granite 3.0 8b Instruct better for coding?

Gemini 2.0 Flash-Lite scores higher on coding benchmarks: 37.9 versus 29.7 in the Noometry coding category.

How many benchmarks do Gemini 2.0 Flash-Lite and Granite 3.0 8b Instruct share?

12 benchmarks have published results for both models. Gemini 2.0 Flash-Lite has 32 scored results on Noometry and Granite 3.0 8b Instruct has 14.

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