Model comparison

Gemini 1.5 Pro (May 2024) vs phi-3-medium 14B

Gemini 1.5 Pro (May 2024) is the stronger model overall, scoring 32.1 to 29.7 on the Noometry Index.

Last verified . 7 shared benchmarks.

Gemini 1.5 Pro (May 2024) Google

32.1

Rank #261 Confirmed

phi-3-medium 14B Microsoft

29.7

Rank #306 Reported

Summary

  • They share 7 benchmarks with published results for both. Gemini 1.5 Pro (May 2024) scores higher in 1 category and phi-3-medium 14B in 2 categories; 3 gaps are clear of the uncertainty.
  • The widest gap is in knowledge, where Gemini 1.5 Pro (May 2024) leads 29.4 to 9.1.
  • The biggest single-benchmark swing is MATH Level 5: 70.4% for Gemini 1.5 Pro (May 2024) and 17.6% for phi-3-medium 14B.
  • phi-3-medium 14B has downloadable open weights; the other is API-only.

Side by side

Gemini 1.5 Pro (May 2024) and phi-3-medium 14B specifications
Gemini 1.5 Pro (May 2024)phi-3-medium 14B
ProviderGoogleMicrosoft
Noometry Index32.129.7
Released2024-02-152024-04-23
WeightsProprietaryOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked4513

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Category by category

Coding phi-3-medium 14B leads

Gemini 1.5 Pro (May 2024): 34.2 (#241), phi-3-medium 14B: 36.8 (#201)

Coding benchmarks
BenchmarkGemini 1.5 Pro (May 2024)phi-3-medium 14B
BigCodeBench Instruct43.8%37.6%
BigCodeBench Complete57.5%48.7%
WeirdML22.2%—
LMArena Coding1294—
CadEval34%—
HumanEval+79.3%—
MBPP+74.6%—

Agentic & Tool Use Not comparable

Gemini 1.5 Pro (May 2024): 17.9 (#145), phi-3-medium 14B: —

Agentic & Tool Use benchmarks
BenchmarkGemini 1.5 Pro (May 2024)phi-3-medium 14B
TheAgentCompany3.4%—
Cybench7.5%—
BALROG21%—

Reasoning Not comparable

Gemini 1.5 Pro (May 2024): 12.3 (#338), phi-3-medium 14B: —

Reasoning benchmarks
BenchmarkGemini 1.5 Pro (May 2024)phi-3-medium 14B
BIG-Bench Hard89.2%81.4%
Epoch Capabilities Index131.73121.23
ARC-AGI-20.8%—
SimpleBench27.1%—
LMArena Hard Prompts1296—
DTBench59%—
Adversarial NLI—55.8%
ForecastBench58.4—
HellaSwag—82.4%
WinoGrande—81.5%

Math phi-3-medium 14B leads

Gemini 1.5 Pro (May 2024): 25.8 (#266), phi-3-medium 14B: 27.3 (#250)

Math benchmarks
BenchmarkGemini 1.5 Pro (May 2024)phi-3-medium 14B
MATH Level 570.4%17.6%
OTIS Mock AIME 2024-202523.1%—
Omni-MATH36.4%—
LMArena Math1315—

Knowledge Gemini 1.5 Pro (May 2024) leads

Gemini 1.5 Pro (May 2024): 29.4 (#239), phi-3-medium 14B: 9.1 (#306)

Knowledge benchmarks
BenchmarkGemini 1.5 Pro (May 2024)phi-3-medium 14B
GPQA Diamond57.2%27.6%
MMLU86.9%78%
Humanity's Last Exam4.6%—
MMLU-Pro73.7%—
Confabulations13.5%—
GPQA (HELM)53.4%—
LMArena Expert1279—
ARC (AI2) Challenge—91.6%
OpenBookQA—87.4%
TriviaQA—73.9%

Multimodal Not comparable

Gemini 1.5 Pro (May 2024): 36.8 (#77), phi-3-medium 14B: —

Multimodal benchmarks
BenchmarkGemini 1.5 Pro (May 2024)phi-3-medium 14B
LMArena Vision1161—
Video-MME75%—

Multilingual Not comparable

Gemini 1.5 Pro (May 2024): 45.3 (#174), phi-3-medium 14B: —

Multilingual benchmarks
BenchmarkGemini 1.5 Pro (May 2024)phi-3-medium 14B
LMArena Non-English1312—
LMArena Chinese1331—
LMArena French1302—
LMArena German1286—
LMArena Japanese1292—
LMArena Korean1298—
LMArena Russian1320—
LMArena Spanish1311—

Instruction Following Not comparable

Gemini 1.5 Pro (May 2024): 68.6 (#185), phi-3-medium 14B: —

Instruction Following benchmarks
BenchmarkGemini 1.5 Pro (May 2024)phi-3-medium 14B
IFEval83.7%—
LMArena Instruction Following1297—

Long Context Not comparable

Gemini 1.5 Pro (May 2024): 39.8 (#169), phi-3-medium 14B: —

Long Context benchmarks
BenchmarkGemini 1.5 Pro (May 2024)phi-3-medium 14B
LMArena Longer Query1308—

Writing & Preference Not comparable

Gemini 1.5 Pro (May 2024): 52.4 (#172), phi-3-medium 14B: —

Writing & Preference benchmarks
BenchmarkGemini 1.5 Pro (May 2024)phi-3-medium 14B
LMArena Text1319—
LMArena Creative Writing1333—
WildBench81.3%—
LMArena Multi-Turn1296—

Frequently asked questions

Is Gemini 1.5 Pro (May 2024) better than phi-3-medium 14B?

Gemini 1.5 Pro (May 2024) is the stronger model overall, scoring 32.1 to 29.7 on the Noometry Index.

Is Gemini 1.5 Pro (May 2024) or phi-3-medium 14B better for coding?

phi-3-medium 14B scores higher on coding benchmarks: 36.8 versus 34.2 in the Noometry coding category.

How many benchmarks do Gemini 1.5 Pro (May 2024) and phi-3-medium 14B share?

7 benchmarks have published results for both models. Gemini 1.5 Pro (May 2024) has 45 scored results on Noometry and phi-3-medium 14B has 13.

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