Noometry

Model comparison

Gemini 2.0 Flash-Lite vs Granite 3.1 8b Instruct

Gemini 2.0 Flash-Lite is the stronger model overall, scoring 37.8 to 32.4 on the Noometry Index.

Last verified . 12 shared benchmarks.

Gemini 2.0 Flash-Lite Google

37.8

Rank #194 Confirmed

Granite 3.1 8b Instruct IBM

32.4

Rank #258 Confirmed

Summary

  • They share 12 benchmarks with published results for both. Gemini 2.0 Flash-Lite scores higher in 7 categories and Granite 3.1 8b Instruct in 1 category; 7 gaps are clear of the uncertainty.
  • The widest gap is in writing & preference, where Gemini 2.0 Flash-Lite leads 51.7 to 35.5.
  • Granite 3.1 8b Instruct has downloadable open weights; the other is API-only.

Side by side

Gemini 2.0 Flash-LiteGranite 3.1 8b Instruct
ProviderGoogleIBM
Noometry Index37.832.4
Released2025-02-05—
WeightsProprietaryOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked3213

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Category by category

Coding Gemini 2.0 Flash-Lite leads

Gemini 2.0 Flash-Lite: 37.9 (#185), Granite 3.1 8b Instruct: 34.5 (#233)

BenchmarkGemini 2.0 Flash-LiteGranite 3.1 8b Instruct
LMArena Coding13221186
LiveBench Coding47.1%—

Agentic & Tool Use Not comparable

Gemini 2.0 Flash-Lite: —, Granite 3.1 8b Instruct: 24.1 (#120)

BenchmarkGemini 2.0 Flash-LiteGranite 3.1 8b Instruct
Berkeley Function Calling Leaderboard—27.1%

Reasoning Too close to call

Gemini 2.0 Flash-Lite: 22.0 (#210), Granite 3.1 8b Instruct: 22.1 (#207)

BenchmarkGemini 2.0 Flash-LiteGranite 3.1 8b Instruct
LMArena Hard Prompts13241145
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 3.1 8b Instruct: 33.0 (#209)

BenchmarkGemini 2.0 Flash-LiteGranite 3.1 8b Instruct
LMArena Math13091152
Omni-MATH37.4%—
LiveBench Math58.1%—

Knowledge Gemini 2.0 Flash-Lite leads

Gemini 2.0 Flash-Lite: 35.0 (#189), Granite 3.1 8b Instruct: 31.1 (#220)

BenchmarkGemini 2.0 Flash-LiteGranite 3.1 8b Instruct
LMArena Expert13051142
MMLU-Pro72%—
GPQA (HELM)50%—

Multimodal Not comparable

Gemini 2.0 Flash-Lite: 31.2 (#109), Granite 3.1 8b Instruct: —

BenchmarkGemini 2.0 Flash-LiteGranite 3.1 8b Instruct
LMArena Vision1100—

Multilingual Gemini 2.0 Flash-Lite leads

Gemini 2.0 Flash-Lite: 46.0 (#161), Granite 3.1 8b Instruct: 30.9 (#260)

BenchmarkGemini 2.0 Flash-LiteGranite 3.1 8b Instruct
LMArena Non-English13231099
LMArena Chinese13391145
LMArena Russian13281092
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 3.1 8b Instruct: 58.6 (#259)

BenchmarkGemini 2.0 Flash-LiteGranite 3.1 8b Instruct
LMArena Instruction Following13051131
LiveBench Instruction Following78.3%—
IFEval82.4%—

Long Context Gemini 2.0 Flash-Lite leads

Gemini 2.0 Flash-Lite: 40.1 (#160), Granite 3.1 8b Instruct: 35.2 (#241)

BenchmarkGemini 2.0 Flash-LiteGranite 3.1 8b Instruct
LMArena Longer Query13201162

Writing & Preference Gemini 2.0 Flash-Lite leads

Gemini 2.0 Flash-Lite: 51.7 (#177), Granite 3.1 8b Instruct: 35.5 (#266)

BenchmarkGemini 2.0 Flash-LiteGranite 3.1 8b Instruct
LMArena Text13301150
LMArena Creative Writing13191129
LMArena Multi-Turn13071108
WildBench79%—
LiveBench Language34.3%—

Frequently asked questions

Is Gemini 2.0 Flash-Lite better than Granite 3.1 8b Instruct?

Gemini 2.0 Flash-Lite is the stronger model overall, scoring 37.8 to 32.4 on the Noometry Index.

Is Gemini 2.0 Flash-Lite or Granite 3.1 8b Instruct better for coding?

Gemini 2.0 Flash-Lite scores higher on coding benchmarks: 37.9 versus 34.5 in the Noometry coding category.

How many benchmarks do Gemini 2.0 Flash-Lite and Granite 3.1 8b Instruct share?

12 benchmarks have published results for both models. Gemini 2.0 Flash-Lite has 32 scored results on Noometry and Granite 3.1 8b Instruct has 13.

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