Model comparison

Gemma 2 27B vs Granite 3.1 2b Instruct

Granite 3.1 2b Instruct is the stronger model overall, scoring 33.2 to 29.4 on the Noometry Index.

Last verified . 12 shared benchmarks.

Gemma 2 27B Google

29.4

Rank #312 Confirmed

Granite 3.1 2b Instruct IBM

33.2

Rank #247 Confirmed

Summary

  • They share 12 benchmarks with published results for both. Gemma 2 27B scores higher in 5 categories and Granite 3.1 2b Instruct in 3 categories; 7 gaps are clear of the uncertainty.
  • The widest gap is in math, where Granite 3.1 2b Instruct leads 33.1 to 10.7.

Side by side

Gemma 2 27B and Granite 3.1 2b Instruct specifications
Gemma 2 27BGranite 3.1 2b Instruct
ProviderGoogleIBM
Noometry Index29.433.2
Released2024-06-24—
WeightsOpenOpen
Context window8K—
Max output2K—
Input $ / M tokens$0.65—
Output $ / M tokens$0.65—
Results tracked3412

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Category by category

Coding Too close to call

Gemma 2 27B: 34.1 (#246), Granite 3.1 2b Instruct: 33.4 (#257)

Coding benchmarks
BenchmarkGemma 2 27BGranite 3.1 2b Instruct
LMArena Coding12111149
BigCodeBench Instruct42.8%—
LiveBench Coding36%—
BigCodeBench Complete52.5%—

Reasoning Granite 3.1 2b Instruct leads

Gemma 2 27B: 15.3 (#315), Granite 3.1 2b Instruct: 22.0 (#209)

Reasoning benchmarks
BenchmarkGemma 2 27BGranite 3.1 2b Instruct
LMArena Hard Prompts11981138
LiveBench Reasoning28.1%—
DTBench48%—
LiveBench Data Analysis47.9%—
LMCA7.1%—
Epoch Capabilities Index122.08—
LiveBench38.2%—

Math Granite 3.1 2b Instruct leads

Gemma 2 27B: 10.7 (#311), Granite 3.1 2b Instruct: 33.1 (#206)

Math benchmarks
BenchmarkGemma 2 27BGranite 3.1 2b Instruct
LMArena Math12121159
OTIS Mock AIME 2024-20251.4%—
LiveBench Math26.5%—
MATH Level 527.9%—

Knowledge Granite 3.1 2b Instruct leads

Gemma 2 27B: 19.0 (#280), Granite 3.1 2b Instruct: 30.8 (#224)

Knowledge benchmarks
BenchmarkGemma 2 27BGranite 3.1 2b Instruct
LMArena Expert11721131
GPQA Diamond36.5%—
Confabulations27.1%—
MMLU75.7%—

Multilingual Gemma 2 27B leads

Gemma 2 27B: 38.6 (#226), Granite 3.1 2b Instruct: 29.1 (#269)

Multilingual benchmarks
BenchmarkGemma 2 27BGranite 3.1 2b Instruct
LMArena Non-English12171068
LMArena Chinese12211139
LMArena Russian12341063
LMArena French1247—
LMArena German1209—
LMArena Japanese1175—
LMArena Korean1174—
LMArena Spanish1228—

Instruction Following Gemma 2 27B leads

Gemma 2 27B: 60.5 (#249), Granite 3.1 2b Instruct: 57.7 (#264)

Instruction Following benchmarks
BenchmarkGemma 2 27BGranite 3.1 2b Instruct
LMArena Instruction Following12061116
LiveBench Instruction Following58.1%—

Long Context Gemma 2 27B leads

Gemma 2 27B: 37.3 (#218), Granite 3.1 2b Instruct: 35.0 (#244)

Long Context benchmarks
BenchmarkGemma 2 27BGranite 3.1 2b Instruct
LMArena Longer Query12311155

Writing & Preference Gemma 2 27B leads

Gemma 2 27B: 44.2 (#225), Granite 3.1 2b Instruct: 34.1 (#274)

Writing & Preference benchmarks
BenchmarkGemma 2 27BGranite 3.1 2b Instruct
LMArena Text12311127
LMArena Creative Writing12411116
LMArena Multi-Turn12241099
LiveBench Language32.6%—

Frequently asked questions

Is Gemma 2 27B better than Granite 3.1 2b Instruct?

Granite 3.1 2b Instruct is the stronger model overall, scoring 33.2 to 29.4 on the Noometry Index.

Is Gemma 2 27B or Granite 3.1 2b Instruct better for coding?

They score almost the same on coding (34.1 vs 33.4); test both on your own repository before choosing.

How many benchmarks do Gemma 2 27B and Granite 3.1 2b Instruct share?

12 benchmarks have published results for both models. Gemma 2 27B has 34 scored results on Noometry and Granite 3.1 2b Instruct has 12.

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