Model comparison

Olmo 2 0325 32b Instruct vs Phi 3 Mini 4k Instruct

Olmo 2 0325 32b Instruct is the stronger model overall, scoring 32.7 to 27.9 on the Noometry Index.

Last verified . 11 shared benchmarks.

Summary

  • They share 11 benchmarks with published results for both. Olmo 2 0325 32b Instruct scores higher in 7 categories and Phi 3 Mini 4k Instruct in 1 category; 7 gaps are clear of the uncertainty.
  • The widest gap is in writing & preference, where Olmo 2 0325 32b Instruct leads 42.1 to 27.6.

Side by side

Olmo 2 0325 32b Instruct and Phi 3 Mini 4k Instruct specifications
Olmo 2 0325 32b InstructPhi 3 Mini 4k Instruct
ProviderAllen Institute for AI (Ai2)Microsoft
Noometry Index32.727.9
Released—2024-04-23
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked1635

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Category by category

Coding Olmo 2 0325 32b Instruct leads

Olmo 2 0325 32b Instruct: 35.2 (#227), Phi 3 Mini 4k Instruct: 26.6 (#323)

Coding benchmarks
BenchmarkOlmo 2 0325 32b InstructPhi 3 Mini 4k Instruct
LMArena Coding12101093
LiveBench Coding—15.5%
HumanEval+—59.1%
MBPP+—54.2%

Reasoning Olmo 2 0325 32b Instruct leads

Olmo 2 0325 32b Instruct: 23.6 (#175), Phi 3 Mini 4k Instruct: 14.1 (#328)

Reasoning benchmarks
BenchmarkOlmo 2 0325 32b InstructPhi 3 Mini 4k Instruct
LMArena Hard Prompts12081072
Chess Puzzles—0%
LiveBench Reasoning—26.8%
LiveBench Data Analysis—34.7%
Adversarial NLI—52.8%
BIG-Bench Hard—71.7%
HellaSwag—76.7%
LiveBench—22.4%
WinoGrande—70.8%

Math Too close to call

Olmo 2 0325 32b Instruct: 26.8 (#255), Phi 3 Mini 4k Instruct: 26.6 (#257)

Math benchmarks
BenchmarkOlmo 2 0325 32b InstructPhi 3 Mini 4k Instruct
LMArena Math12081111
Omni-MATH16.1%—
LiveBench Math—15.7%

Knowledge Phi 3 Mini 4k Instruct leads

Olmo 2 0325 32b Instruct: 19.5 (#279), Phi 3 Mini 4k Instruct: 28.5 (#246)

Knowledge benchmarks
BenchmarkOlmo 2 0325 32b InstructPhi 3 Mini 4k Instruct
MMLU-Pro41.4%—
GPQA (HELM)28.7%—
LMArena Expert—1045
ARC (AI2) Challenge—84.9%
MMLU—68.8%
OpenBookQA—88%
TriviaQA—64%

Multilingual Olmo 2 0325 32b Instruct leads

Olmo 2 0325 32b Instruct: 34.8 (#248), Phi 3 Mini 4k Instruct: 26.3 (#280)

Multilingual benchmarks
BenchmarkOlmo 2 0325 32b InstructPhi 3 Mini 4k Instruct
LMArena Non-English11601021
LMArena Chinese11921021
LMArena Russian11871022
LMArena French—1076
LMArena German—1044
LMArena Japanese—935
LMArena Korean—905
LMArena Spanish—1085

Instruction Following Olmo 2 0325 32b Instruct leads

Olmo 2 0325 32b Instruct: 61.5 (#244), Phi 3 Mini 4k Instruct: 47.7 (#303)

Instruction Following benchmarks
BenchmarkOlmo 2 0325 32b InstructPhi 3 Mini 4k Instruct
LMArena Instruction Following11861053
LiveBench Instruction Following—39.1%
IFEval78%—

Long Context Olmo 2 0325 32b Instruct leads

Olmo 2 0325 32b Instruct: 36.2 (#234), Phi 3 Mini 4k Instruct: 31.7 (#276)

Long Context benchmarks
BenchmarkOlmo 2 0325 32b InstructPhi 3 Mini 4k Instruct
LMArena Longer Query11941044

Writing & Preference Olmo 2 0325 32b Instruct leads

Olmo 2 0325 32b Instruct: 42.1 (#236), Phi 3 Mini 4k Instruct: 27.6 (#300)

Writing & Preference benchmarks
BenchmarkOlmo 2 0325 32b InstructPhi 3 Mini 4k Instruct
LMArena Text12181073
LMArena Creative Writing11991037
LMArena Multi-Turn12211018
WildBench73.4%—
LiveBench Language—9.2%

Frequently asked questions

Is Olmo 2 0325 32b Instruct better than Phi 3 Mini 4k Instruct?

Olmo 2 0325 32b Instruct is the stronger model overall, scoring 32.7 to 27.9 on the Noometry Index.

Is Olmo 2 0325 32b Instruct or Phi 3 Mini 4k Instruct better for coding?

Olmo 2 0325 32b Instruct scores higher on coding benchmarks: 35.2 versus 26.6 in the Noometry coding category.

How many benchmarks do Olmo 2 0325 32b Instruct and Phi 3 Mini 4k Instruct share?

11 benchmarks have published results for both models. Olmo 2 0325 32b Instruct has 16 scored results on Noometry and Phi 3 Mini 4k Instruct has 35.

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