Model comparison

Llama-3.3-70B-Instruct vs phi-3-medium 14B

Llama-3.3-70B-Instruct and phi-3-medium 14B score almost the same on the Noometry Index (30.6 vs 29.7), so choose on price, context window or the category you care about most.

Last verified . 6 shared benchmarks.

Llama-3.3-70B-Instruct Meta

30.6

Rank #291 Confirmed

phi-3-medium 14B Microsoft

29.7

Rank #306 Reported

Summary

  • They share 6 benchmarks with published results for both. Llama-3.3-70B-Instruct 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 Llama-3.3-70B-Instruct leads 30.6 to 9.1.
  • The biggest single-benchmark swing is MATH Level 5: 41.6% for Llama-3.3-70B-Instruct and 17.6% for phi-3-medium 14B.

Side by side

Llama-3.3-70B-Instruct and phi-3-medium 14B specifications
Llama-3.3-70B-Instructphi-3-medium 14B
ProviderMetaMicrosoft
Noometry Index30.629.7
Released2024-12-062024-04-23
WeightsOpenOpen
Context window128K—
Max output4K—
Input $ / M tokens$0.10—
Output $ / M tokens$0.32—
Results tracked4313

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Category by category

Coding phi-3-medium 14B leads

Llama-3.3-70B-Instruct: 31.0 (#290), phi-3-medium 14B: 36.8 (#201)

Coding benchmarks
BenchmarkLlama-3.3-70B-Instructphi-3-medium 14B
BigCodeBench Instruct46.9%37.6%
BigCodeBench Complete57.5%48.7%
SciCode26%—
WeirdML14.4%—
LiveBench Coding36.6%—
LMArena Coding1268—

Agentic & Tool Use Not comparable

Llama-3.3-70B-Instruct: 25.8 (#105), phi-3-medium 14B: —

Agentic & Tool Use benchmarks
BenchmarkLlama-3.3-70B-Instructphi-3-medium 14B
Berkeley Function Calling Leaderboard31.9%—
BALROG23%—

Reasoning Not comparable

Llama-3.3-70B-Instruct: 14.1 (#327), phi-3-medium 14B: —

Reasoning benchmarks
BenchmarkLlama-3.3-70B-Instructphi-3-medium 14B
Epoch Capabilities Index127.33121.23
SimpleBench19.9%—
CritPt0%—
LiveBench Reasoning50.8%—
LMArena Hard Prompts1257—
DTBench59.5%—
LiveBench Data Analysis49.5%—
LMCA17.5%—
Adversarial NLI—55.8%
BIG-Bench Hard—81.4%
ForecastBench58.6—
HellaSwag—82.4%
LiveBench50.2%—
WinoGrande—81.5%

Math phi-3-medium 14B leads

Llama-3.3-70B-Instruct: 15.3 (#298), phi-3-medium 14B: 27.3 (#250)

Math benchmarks
BenchmarkLlama-3.3-70B-Instructphi-3-medium 14B
MATH Level 541.6%17.6%
OTIS Mock AIME 2024-20255.1%—
LiveBench Math42.2%—
LMArena Math1267—

Knowledge Llama-3.3-70B-Instruct leads

Llama-3.3-70B-Instruct: 30.6 (#226), phi-3-medium 14B: 9.1 (#306)

Knowledge benchmarks
BenchmarkLlama-3.3-70B-Instructphi-3-medium 14B
GPQA Diamond47.4%27.6%
MMLU86.3%78%
Confabulations22.8%—
Vectara Hallucination Rate4.1%—
LMArena Expert1225—
ARC (AI2) Challenge—91.6%
OpenBookQA—87.4%
TriviaQA—73.9%

Multilingual Not comparable

Llama-3.3-70B-Instruct: 39.9 (#220), phi-3-medium 14B: —

Multilingual benchmarks
BenchmarkLlama-3.3-70B-Instructphi-3-medium 14B
LMArena Non-English1236—
LMArena Chinese1217—
LMArena French1281—
LMArena German1251—
LMArena Japanese1150—
LMArena Korean1143—
LMArena Russian1252—
LMArena Spanish1270—

Instruction Following Not comparable

Llama-3.3-70B-Instruct: 71.1 (#157), phi-3-medium 14B: —

Instruction Following benchmarks
BenchmarkLlama-3.3-70B-Instructphi-3-medium 14B
LiveBench Instruction Following82.7%—
LMArena Instruction Following1242—

Long Context Not comparable

Llama-3.3-70B-Instruct: 26.4 (#295), phi-3-medium 14B: —

Long Context benchmarks
BenchmarkLlama-3.3-70B-Instructphi-3-medium 14B
Fiction.LiveBench33.3%—
LMArena Longer Query1256—

Writing & Preference Not comparable

Llama-3.3-70B-Instruct: 47.6 (#207), phi-3-medium 14B: —

Writing & Preference benchmarks
BenchmarkLlama-3.3-70B-Instructphi-3-medium 14B
LMArena Text1274—
LMArena Creative Writing1250—
LMArena Multi-Turn1280—
LiveBench Language39.2%—

Frequently asked questions

Is Llama-3.3-70B-Instruct better than phi-3-medium 14B?

Llama-3.3-70B-Instruct and phi-3-medium 14B score almost the same on the Noometry Index (30.6 vs 29.7), so choose on price, context window or the category you care about most.

Is Llama-3.3-70B-Instruct or phi-3-medium 14B better for coding?

phi-3-medium 14B scores higher on coding benchmarks: 36.8 versus 31.0 in the Noometry coding category.

How many benchmarks do Llama-3.3-70B-Instruct and phi-3-medium 14B share?

6 benchmarks have published results for both models. Llama-3.3-70B-Instruct has 43 scored results on Noometry and phi-3-medium 14B has 13.

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