Model comparison

DBRX vs Granite 3.1 2b Instruct

Granite 3.1 2b Instruct is the stronger model overall, scoring 32.6 to 29.0 on the Noometry Index.

Last verified . 12 shared benchmarks.

DBRX Databricks

29.0

Rank #307 Confirmed

Granite 3.1 2b Instruct IBM

32.6

Rank #243 Confirmed

Summary

  • They share 12 benchmarks with published results for both. DBRX scores higher in 1 category and Granite 3.1 2b Instruct in 7 categories; 3 gaps are clear of the uncertainty.
  • The widest gap is in knowledge, where Granite 3.1 2b Instruct leads 30.3 to 14.9.

Side by side

DBRX and Granite 3.1 2b Instruct specifications
DBRXGranite 3.1 2b Instruct
ProviderDatabricksIBM
Noometry Index29.032.6
Released2024-03-27—
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked2112

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Category by category

Coding Too close to call

DBRX: 32.3 (#262), Granite 3.1 2b Instruct: 32.9 (#255)

Coding benchmarks
BenchmarkDBRXGranite 3.1 2b Instruct
LMArena Coding11321149
HumanEval+70.1%—
MBPP+55.8%—

Reasoning Too close to call

DBRX: 20.5 (#218), Granite 3.1 2b Instruct: 21.0 (#206)

Reasoning benchmarks
BenchmarkDBRXGranite 3.1 2b Instruct
LMArena Hard Prompts11131138

Math Granite 3.1 2b Instruct leads

DBRX: 22.3 (#265), Granite 3.1 2b Instruct: 30.6 (#206)

Math benchmarks
BenchmarkDBRXGranite 3.1 2b Instruct
LMArena Math11451159
MATH Level 511.7%—

Knowledge Granite 3.1 2b Instruct leads

DBRX: 14.9 (#289), Granite 3.1 2b Instruct: 30.3 (#223)

Knowledge benchmarks
BenchmarkDBRXGranite 3.1 2b Instruct
LMArena Expert10761131
GPQA Diamond32.9%—

Multilingual Too close to call

DBRX: 29.4 (#263), Granite 3.1 2b Instruct: 29.2 (#264)

Multilingual benchmarks
BenchmarkDBRXGranite 3.1 2b Instruct
LMArena Non-English10711068
LMArena Chinese10681138
LMArena Russian10781063
LMArena French1095—
LMArena German1057—
LMArena Japanese990—
LMArena Korean993—
LMArena Spanish1064—

Instruction Following Too close to call

DBRX: 57.7 (#265), Granite 3.1 2b Instruct: 58.0 (#259)

Instruction Following benchmarks
BenchmarkDBRXGranite 3.1 2b Instruct
LMArena Instruction Following11121116

Long Context Granite 3.1 2b Instruct leads

DBRX: 33.7 (#253), Granite 3.1 2b Instruct: 35.0 (#239)

Long Context benchmarks
BenchmarkDBRXGranite 3.1 2b Instruct
LMArena Longer Query11121155

Writing & Preference Too close to call

DBRX: 33.7 (#271), Granite 3.1 2b Instruct: 34.3 (#269)

Writing & Preference benchmarks
BenchmarkDBRXGranite 3.1 2b Instruct
LMArena Text11191127
LMArena Creative Writing11041116
LMArena Multi-Turn11111099

Frequently asked questions

Is DBRX better than Granite 3.1 2b Instruct?

Granite 3.1 2b Instruct is the stronger model overall, scoring 32.6 to 29.0 on the Noometry Index.

Is DBRX or Granite 3.1 2b Instruct better for coding?

They score almost the same on coding (32.3 vs 32.9); test both on your own repository before choosing.

How many benchmarks do DBRX and Granite 3.1 2b Instruct share?

12 benchmarks have published results for both models. DBRX has 21 scored results on Noometry and Granite 3.1 2b Instruct has 12.

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