Model comparison

Olmo 3.1 32b Instruct vs Phi-2

Olmo 3.1 32b Instruct has enough public results to be ranked (#168); Phi-2 does not yet, so treat this comparison as directional.

Last verified . 0 shared benchmarks.

Side by side

Olmo 3.1 32b Instruct and Phi-2 specifications
Olmo 3.1 32b InstructPhi-2
ProviderAllen Institute for AI (Ai2)Microsoft
Noometry Index38.8—
Released—2023-12-12
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked1611

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Category by category

Coding Not comparable

Olmo 3.1 32b Instruct: 38.9 (#154), Phi-2: —

Coding benchmarks
BenchmarkOlmo 3.1 32b InstructPhi-2
LMArena Coding1346—
HumanEval+—45.1%
MBPP+—54.2%

Reasoning Not comparable

Olmo 3.1 32b Instruct: 25.4 (#131), Phi-2: —

Reasoning benchmarks
BenchmarkOlmo 3.1 32b InstructPhi-2
LMArena Hard Prompts1322—
Adversarial NLI—42.5%
BIG-Bench Hard—59.4%
Epoch Capabilities Index—107.62
HellaSwag—53.6%
WinoGrande—54.7%

Math Not comparable

Olmo 3.1 32b Instruct: 33.6 (#169), Phi-2: —

Math benchmarks
BenchmarkOlmo 3.1 32b InstructPhi-2
LMArena Math1305—

Knowledge Not comparable

Olmo 3.1 32b Instruct: 35.4 (#175), Phi-2: —

Knowledge benchmarks
BenchmarkOlmo 3.1 32b InstructPhi-2
LMArena Expert1307—
ARC (AI2) Challenge—75.9%
MMLU—58.4%
OpenBookQA—73.6%
TriviaQA—45.2%

Multilingual Not comparable

Olmo 3.1 32b Instruct: 42.8 (#185), Phi-2: —

Multilingual benchmarks
BenchmarkOlmo 3.1 32b InstructPhi-2
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-2: —

Instruction Following benchmarks
BenchmarkOlmo 3.1 32b InstructPhi-2
LMArena Instruction Following1298—

Long Context Not comparable

Olmo 3.1 32b Instruct: 39.9 (#161), Phi-2: —

Long Context benchmarks
BenchmarkOlmo 3.1 32b InstructPhi-2
LMArena Longer Query1312—

Writing & Preference Not comparable

Olmo 3.1 32b Instruct: 50.4 (#179), Phi-2: —

Writing & Preference benchmarks
BenchmarkOlmo 3.1 32b InstructPhi-2
LMArena Text1311—
LMArena Creative Writing1264—
LMArena Multi-Turn1309—

Frequently asked questions

Is Olmo 3.1 32b Instruct better than Phi-2?

Olmo 3.1 32b Instruct has enough public results to be ranked (#168); Phi-2 does not yet, so treat this comparison as directional.

How many benchmarks do Olmo 3.1 32b Instruct and Phi-2 share?

0 benchmarks have published results for both models. Olmo 3.1 32b Instruct has 16 scored results on Noometry and Phi-2 has 11.

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