Model comparison

Olmo 3.1 32b Instruct vs phi-3-medium 14B

Olmo 3.1 32b Instruct is the stronger model overall, scoring 38.8 to 29.1 on the Noometry Index.

Last verified . 0 shared benchmarks.

Summary

  • The widest gap is in knowledge, where Olmo 3.1 32b Instruct leads 35.4 to 9.1.

Side by side

Olmo 3.1 32b Instruct and phi-3-medium 14B specifications
Olmo 3.1 32b Instructphi-3-medium 14B
ProviderAllen Institute for AI (Ai2)Microsoft
Noometry Index38.829.1
Released—2024-04-23
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked1613

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Category by category

Coding Olmo 3.1 32b Instruct leads

Olmo 3.1 32b Instruct: 38.9 (#154), phi-3-medium 14B: 36.3 (#198)

Coding benchmarks
BenchmarkOlmo 3.1 32b Instructphi-3-medium 14B
BigCodeBench Instruct—37.6%
LMArena Coding1346—
BigCodeBench Complete—48.7%

Reasoning Not comparable

Olmo 3.1 32b Instruct: 25.4 (#131), phi-3-medium 14B: —

Reasoning benchmarks
BenchmarkOlmo 3.1 32b Instructphi-3-medium 14B
LMArena Hard Prompts1322—
Adversarial NLI—55.8%
BIG-Bench Hard—81.4%
Epoch Capabilities Index—121.18
HellaSwag—82.4%
WinoGrande—81.5%

Math Olmo 3.1 32b Instruct leads

Olmo 3.1 32b Instruct: 33.6 (#169), phi-3-medium 14B: 25.2 (#249)

Math benchmarks
BenchmarkOlmo 3.1 32b Instructphi-3-medium 14B
LMArena Math1305—
MATH Level 5—17.6%

Knowledge Olmo 3.1 32b Instruct leads

Olmo 3.1 32b Instruct: 35.4 (#175), phi-3-medium 14B: 9.1 (#301)

Knowledge benchmarks
BenchmarkOlmo 3.1 32b Instructphi-3-medium 14B
GPQA Diamond—27.6%
LMArena Expert1307—
ARC (AI2) Challenge—91.6%
MMLU—78%
OpenBookQA—87.4%
TriviaQA—73.9%

Multilingual Not comparable

Olmo 3.1 32b Instruct: 42.8 (#185), phi-3-medium 14B: —

Multilingual benchmarks
BenchmarkOlmo 3.1 32b Instructphi-3-medium 14B
LMArena Non-English1275—
LMArena Chinese1304—
LMArena French1328—
LMArena German1283—
LMArena Korean1206—
LMArena Russian1268—
LMArena Spanish1337—

Instruction Following Not comparable

Olmo 3.1 32b Instruct: 68.8 (#182), phi-3-medium 14B: —

Instruction Following benchmarks
BenchmarkOlmo 3.1 32b Instructphi-3-medium 14B
LMArena Instruction Following1298—

Long Context Not comparable

Olmo 3.1 32b Instruct: 39.9 (#161), phi-3-medium 14B: —

Long Context benchmarks
BenchmarkOlmo 3.1 32b Instructphi-3-medium 14B
LMArena Longer Query1312—

Writing & Preference Not comparable

Olmo 3.1 32b Instruct: 50.4 (#179), phi-3-medium 14B: —

Writing & Preference benchmarks
BenchmarkOlmo 3.1 32b Instructphi-3-medium 14B
LMArena Text1311—
LMArena Creative Writing1264—
LMArena Multi-Turn1309—

Frequently asked questions

Is Olmo 3.1 32b Instruct better than phi-3-medium 14B?

Olmo 3.1 32b Instruct is the stronger model overall, scoring 38.8 to 29.1 on the Noometry Index.

Is Olmo 3.1 32b Instruct or phi-3-medium 14B better for coding?

Olmo 3.1 32b Instruct scores higher on coding benchmarks: 38.9 versus 36.3 in the Noometry coding category.

How many benchmarks do Olmo 3.1 32b Instruct and phi-3-medium 14B share?

0 benchmarks have published results for both models. Olmo 3.1 32b Instruct has 16 scored results on Noometry and phi-3-medium 14B has 13.

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