Model comparison

Llama-3.3-70B-Instruct vs Phi 3 Small 8k Instruct

Llama-3.3-70B-Instruct is the stronger model overall, scoring 30.6 to 29.3 on the Noometry Index.

Last verified . 25 shared benchmarks.

Llama-3.3-70B-Instruct Meta

30.6

Rank #291 Confirmed

Phi 3 Small 8k Instruct Microsoft

29.3

Rank #314 Confirmed

Summary

  • They share 25 benchmarks with published results for both. Llama-3.3-70B-Instruct scores higher in 5 categories and Phi 3 Small 8k Instruct in 3 categories; 7 gaps are clear of the uncertainty.
  • The widest gap is in instruction following, where Llama-3.3-70B-Instruct leads 71.1 to 51.9.
  • The biggest single-benchmark swing is LiveBench Instruction Following: 82.7% for Llama-3.3-70B-Instruct and 47.2% for Phi 3 Small 8k Instruct.

Side by side

Llama-3.3-70B-Instruct and Phi 3 Small 8k Instruct specifications
Llama-3.3-70B-InstructPhi 3 Small 8k Instruct
ProviderMetaMicrosoft
Noometry Index30.629.3
Released2024-12-062024-04-23
WeightsOpenOpen
Context window128K—
Max output4K—
Input $ / M tokens$0.10—
Output $ / M tokens$0.32—
Results tracked4332

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Category by category

Coding Llama-3.3-70B-Instruct leads

Llama-3.3-70B-Instruct: 31.0 (#290), Phi 3 Small 8k Instruct: 27.9 (#318)

Coding benchmarks
BenchmarkLlama-3.3-70B-InstructPhi 3 Small 8k Instruct
LiveBench Coding36.6%20.3%
LMArena Coding12681101
SciCode26%—
WeirdML14.4%—
BigCodeBench Instruct46.9%—
BigCodeBench Complete57.5%—

Agentic & Tool Use Not comparable

Llama-3.3-70B-Instruct: 25.8 (#105), Phi 3 Small 8k Instruct: —

Agentic & Tool Use benchmarks
BenchmarkLlama-3.3-70B-InstructPhi 3 Small 8k Instruct
Berkeley Function Calling Leaderboard31.9%—
BALROG23%—

Reasoning Too close to call

Llama-3.3-70B-Instruct: 14.1 (#327), Phi 3 Small 8k Instruct: 14.8 (#323)

Reasoning benchmarks
BenchmarkLlama-3.3-70B-InstructPhi 3 Small 8k Instruct
LiveBench Reasoning50.8%15.9%
LMArena Hard Prompts12571100
LiveBench Data Analysis49.5%30.3%
LiveBench50.2%24%
SimpleBench19.9%—
CritPt0%—
DTBench59.5%—
LMCA17.5%—
Adversarial NLI—58.1%
BIG-Bench Hard—79.1%
Epoch Capabilities Index127.33—
ForecastBench58.6—
HellaSwag—77%
WinoGrande—81.5%

Math Phi 3 Small 8k Instruct leads

Llama-3.3-70B-Instruct: 15.3 (#298), Phi 3 Small 8k Instruct: 27.6 (#248)

Math benchmarks
BenchmarkLlama-3.3-70B-InstructPhi 3 Small 8k Instruct
LiveBench Math42.2%17.6%
LMArena Math12671151
OTIS Mock AIME 2024-20255.1%—
MATH Level 541.6%—

Knowledge Llama-3.3-70B-Instruct leads

Llama-3.3-70B-Instruct: 30.6 (#226), Phi 3 Small 8k Instruct: 29.1 (#240)

Knowledge benchmarks
BenchmarkLlama-3.3-70B-InstructPhi 3 Small 8k Instruct
LMArena Expert12251067
MMLU86.3%75.7%
GPQA Diamond47.4%—
Confabulations22.8%—
Vectara Hallucination Rate4.1%—
ARC (AI2) Challenge—90.7%
OpenBookQA—88%
TriviaQA—58.1%

Multilingual Llama-3.3-70B-Instruct leads

Llama-3.3-70B-Instruct: 39.9 (#220), Phi 3 Small 8k Instruct: 28.5 (#272)

Multilingual benchmarks
BenchmarkLlama-3.3-70B-InstructPhi 3 Small 8k Instruct
LMArena Non-English12361058
LMArena Chinese12171061
LMArena French12811135
LMArena German12511080
LMArena Japanese1150966
LMArena Korean1143894
LMArena Russian12521111
LMArena Spanish12701111

Instruction Following Llama-3.3-70B-Instruct leads

Llama-3.3-70B-Instruct: 71.1 (#157), Phi 3 Small 8k Instruct: 51.9 (#292)

Instruction Following benchmarks
BenchmarkLlama-3.3-70B-InstructPhi 3 Small 8k Instruct
LiveBench Instruction Following82.7%47.2%
LMArena Instruction Following12421087

Long Context Phi 3 Small 8k Instruct leads

Llama-3.3-70B-Instruct: 26.4 (#295), Phi 3 Small 8k Instruct: 33.0 (#267)

Long Context benchmarks
BenchmarkLlama-3.3-70B-InstructPhi 3 Small 8k Instruct
LMArena Longer Query12561088
Fiction.LiveBench33.3%—

Writing & Preference Llama-3.3-70B-Instruct leads

Llama-3.3-70B-Instruct: 47.6 (#207), Phi 3 Small 8k Instruct: 31.1 (#284)

Writing & Preference benchmarks
BenchmarkLlama-3.3-70B-InstructPhi 3 Small 8k Instruct
LMArena Text12741110
LMArena Creative Writing12501083
LMArena Multi-Turn12801068
LiveBench Language39.2%12.9%

Frequently asked questions

Is Llama-3.3-70B-Instruct better than Phi 3 Small 8k Instruct?

Llama-3.3-70B-Instruct is the stronger model overall, scoring 30.6 to 29.3 on the Noometry Index.

Is Llama-3.3-70B-Instruct or Phi 3 Small 8k Instruct better for coding?

Llama-3.3-70B-Instruct scores higher on coding benchmarks: 31.0 versus 27.9 in the Noometry coding category.

How many benchmarks do Llama-3.3-70B-Instruct and Phi 3 Small 8k Instruct share?

25 benchmarks have published results for both models. Llama-3.3-70B-Instruct has 43 scored results on Noometry and Phi 3 Small 8k Instruct has 32.

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