Model comparison

Llama-3.3-70B-Instruct vs Llama 3-8B

Llama-3.3-70B-Instruct is the stronger model overall, scoring 30.6 to 25.5 on the Noometry Index.

Last verified . 26 shared benchmarks.

Llama-3.3-70B-Instruct Meta

30.6

Rank #291 Confirmed

Llama 3-8B Meta

25.5

Rank #344 Confirmed

Summary

  • They share 26 benchmarks with published results for both. Llama-3.3-70B-Instruct scores higher in 5 categories and Llama 3-8B in 3 categories; 6 gaps are clear of the uncertainty.
  • The widest gap is in knowledge, where Llama-3.3-70B-Instruct leads 30.6 to 7.8.
  • The biggest single-benchmark swing is MATH Level 5: 41.6% for Llama-3.3-70B-Instruct and 6.1% for Llama 3-8B.

Side by side

Llama-3.3-70B-Instruct and Llama 3-8B specifications
Llama-3.3-70B-InstructLlama 3-8B
ProviderMetaMeta
Noometry Index30.625.5
Released2024-12-062024-04-18
WeightsOpenOpen
Context window128K—
Max output4K—
Input $ / M tokens$0.10—
Output $ / M tokens$0.32—
Results tracked4334

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Category by category

Coding Too close to call

Llama-3.3-70B-Instruct: 31.0 (#290), Llama 3-8B: 31.0 (#289)

Coding benchmarks
BenchmarkLlama-3.3-70B-InstructLlama 3-8B
BigCodeBench Instruct46.9%31.9%
LMArena Coding12681152
BigCodeBench Complete57.5%36.9%
SciCode26%—
WeirdML14.4%—
LiveBench Coding36.6%—
HumanEval+—56.7%
MBPP+—54.8%

Agentic & Tool Use Not comparable

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

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

Reasoning Too close to call

Llama-3.3-70B-Instruct: 14.1 (#327), Llama 3-8B: 14.3 (#326)

Reasoning benchmarks
BenchmarkLlama-3.3-70B-InstructLlama 3-8B
LMArena Hard Prompts12571133
DTBench59.5%43.9%
Epoch Capabilities Index127.33116.45
ForecastBench58.658.6
SimpleBench19.9%—
CritPt0%—
Chess Puzzles—0%
LiveBench Reasoning50.8%—
LiveBench Data Analysis49.5%—
LMCA17.5%—
Adversarial NLI—57.3%
LiveBench50.2%—
WinoGrande—75.7%

Math Llama-3.3-70B-Instruct leads

Llama-3.3-70B-Instruct: 15.3 (#298), Llama 3-8B: 8.8 (#323)

Math benchmarks
BenchmarkLlama-3.3-70B-InstructLlama 3-8B
OTIS Mock AIME 2024-20255.1%1.9%
LMArena Math12671151
MATH Level 541.6%6.1%
LiveBench Math42.2%—

Knowledge Llama-3.3-70B-Instruct leads

Llama-3.3-70B-Instruct: 30.6 (#226), Llama 3-8B: 7.8 (#308)

Knowledge benchmarks
BenchmarkLlama-3.3-70B-InstructLlama 3-8B
GPQA Diamond47.4%26.1%
LMArena Expert12251113
MMLU86.3%68.8%
Confabulations22.8%—
Vectara Hallucination Rate4.1%—
ARC (AI2) Challenge—82.8%
OpenBookQA—82.6%
TriviaQA—67.7%

Multilingual Llama-3.3-70B-Instruct leads

Llama-3.3-70B-Instruct: 39.9 (#220), Llama 3-8B: 30.8 (#261)

Multilingual benchmarks
BenchmarkLlama-3.3-70B-InstructLlama 3-8B
LMArena Non-English12361098
LMArena Chinese12171076
LMArena French12811159
LMArena German12511104
LMArena Japanese1150967
LMArena Korean11431004
LMArena Russian12521109
LMArena Spanish12701173

Instruction Following Llama-3.3-70B-Instruct leads

Llama-3.3-70B-Instruct: 71.1 (#157), Llama 3-8B: 58.4 (#260)

Instruction Following benchmarks
BenchmarkLlama-3.3-70B-InstructLlama 3-8B
LMArena Instruction Following12421127
LiveBench Instruction Following82.7%—

Long Context Llama 3-8B leads

Llama-3.3-70B-Instruct: 26.4 (#295), Llama 3-8B: 34.2 (#251)

Long Context benchmarks
BenchmarkLlama-3.3-70B-InstructLlama 3-8B
LMArena Longer Query12561128
Fiction.LiveBench33.3%—

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

Llama-3.3-70B-Instruct: 47.6 (#207), Llama 3-8B: 37.5 (#256)

Writing & Preference benchmarks
BenchmarkLlama-3.3-70B-InstructLlama 3-8B
LMArena Text12741166
LMArena Creative Writing12501150
LMArena Multi-Turn12801152
LiveBench Language39.2%—

Frequently asked questions

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

Llama-3.3-70B-Instruct is the stronger model overall, scoring 30.6 to 25.5 on the Noometry Index.

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

They score almost the same on coding (31.0 vs 31.0); test both on your own repository before choosing.

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

26 benchmarks have published results for both models. Llama-3.3-70B-Instruct has 43 scored results on Noometry and Llama 3-8B has 34.

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