Model comparison

Granite 3.1 2b Instruct vs Granite 4.0 H Small

Granite 4.0 H Small is the stronger model overall, scoring 35.9 to 32.6 on the Noometry Index.

Last verified . 12 shared benchmarks.

Granite 3.1 2b Instruct IBM

32.6

Rank #243 Confirmed

Granite 4.0 H Small IBM

35.9

Rank #213 Confirmed

Summary

  • They share 12 benchmarks with published results for both. Granite 3.1 2b Instruct scores higher in 1 category and Granite 4.0 H Small in 7 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in instruction following, where Granite 4.0 H Small leads 68.9 to 58.0.

Side by side

Granite 3.1 2b Instruct and Granite 4.0 H Small specifications
Granite 3.1 2b InstructGranite 4.0 H Small
ProviderIBMIBM
Noometry Index32.635.9
Released——
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked1219

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Category by category

Coding Granite 4.0 H Small leads

Granite 3.1 2b Instruct: 32.9 (#255), Granite 4.0 H Small: 35.8 (#207)

Coding benchmarks
BenchmarkGranite 3.1 2b InstructGranite 4.0 H Small
LMArena Coding11491247

Reasoning Granite 4.0 H Small leads

Granite 3.1 2b Instruct: 21.0 (#206), Granite 4.0 H Small: 23.4 (#164)

Reasoning benchmarks
BenchmarkGranite 3.1 2b InstructGranite 4.0 H Small
LMArena Hard Prompts11381240

Math Granite 3.1 2b Instruct leads

Granite 3.1 2b Instruct: 30.6 (#206), Granite 4.0 H Small: 29.3 (#219)

Math benchmarks
BenchmarkGranite 3.1 2b InstructGranite 4.0 H Small
LMArena Math11591251
Omni-MATH—29.6%

Knowledge Granite 4.0 H Small leads

Granite 3.1 2b Instruct: 30.3 (#223), Granite 4.0 H Small: 31.5 (#210)

Knowledge benchmarks
BenchmarkGranite 3.1 2b InstructGranite 4.0 H Small
LMArena Expert11311244
MMLU-Pro—56.9%
Vectara Hallucination Rate—5.2%
GPQA (HELM)—38.3%

Multilingual Granite 4.0 H Small leads

Granite 3.1 2b Instruct: 29.2 (#264), Granite 4.0 H Small: 38.7 (#223)

Multilingual benchmarks
BenchmarkGranite 3.1 2b InstructGranite 4.0 H Small
LMArena Non-English10681216
LMArena Chinese11381250
LMArena Russian10631198
LMArena Spanish—1258

Instruction Following Granite 4.0 H Small leads

Granite 3.1 2b Instruct: 58.0 (#259), Granite 4.0 H Small: 68.9 (#178)

Instruction Following benchmarks
BenchmarkGranite 3.1 2b InstructGranite 4.0 H Small
LMArena Instruction Following11161221
IFEval—89%

Long Context Granite 4.0 H Small leads

Granite 3.1 2b Instruct: 35.0 (#239), Granite 4.0 H Small: 37.6 (#209)

Long Context benchmarks
BenchmarkGranite 3.1 2b InstructGranite 4.0 H Small
LMArena Longer Query11551240

Writing & Preference Granite 4.0 H Small leads

Granite 3.1 2b Instruct: 34.3 (#269), Granite 4.0 H Small: 44.0 (#222)

Writing & Preference benchmarks
BenchmarkGranite 3.1 2b InstructGranite 4.0 H Small
LMArena Text11271241
LMArena Creative Writing11161210
LMArena Multi-Turn10991243
WildBench—73.9%

Frequently asked questions

Is Granite 3.1 2b Instruct better than Granite 4.0 H Small?

Granite 4.0 H Small is the stronger model overall, scoring 35.9 to 32.6 on the Noometry Index.

Is Granite 3.1 2b Instruct or Granite 4.0 H Small better for coding?

Granite 4.0 H Small scores higher on coding benchmarks: 35.8 versus 32.9 in the Noometry coding category.

How many benchmarks do Granite 3.1 2b Instruct and Granite 4.0 H Small share?

12 benchmarks have published results for both models. Granite 3.1 2b Instruct has 12 scored results on Noometry and Granite 4.0 H Small has 19.

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