Model comparison

GPT-5 Pro vs Llama 3-8B

GPT-5 Pro is the stronger model overall, scoring 46.4 to 25.5 on the Noometry Index.

Last verified . 1 shared benchmarks.

GPT-5 Pro OpenAI

46.4

Rank #64 Confirmed

Llama 3-8B Meta

25.5

Rank #344 Confirmed

Summary

  • They share 1 benchmark with published results for both. GPT-5 Pro scores higher in 4 categories and Llama 3-8B in 0 categories; 4 gaps are clear of the uncertainty.
  • The widest gap is in knowledge, where GPT-5 Pro leads 56.7 to 7.8.
  • Llama 3-8B has downloadable open weights; the other is API-only.

Side by side

GPT-5 Pro and Llama 3-8B specifications
GPT-5 ProLlama 3-8B
ProviderOpenAIMeta
Noometry Index46.425.5
Released2025-10-062024-04-18
WeightsProprietaryOpen
Context window400K—
Max output272K—
Input $ / M tokens$15—
Output $ / M tokens$120—
Results tracked1234

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Category by category

Coding GPT-5 Pro leads

GPT-5 Pro: 44.0 (#80), Llama 3-8B: 31.0 (#289)

Coding benchmarks
BenchmarkGPT-5 ProLlama 3-8B
WeirdML60.4%—
BigCodeBench Instruct—31.9%
LMArena Coding—1152
BigCodeBench Complete—36.9%
AlgoTune1.31—
HumanEval+—56.7%
MBPP+—54.8%

Reasoning GPT-5 Pro leads

GPT-5 Pro: 38.9 (#62), Llama 3-8B: 14.3 (#326)

Reasoning benchmarks
BenchmarkGPT-5 ProLlama 3-8B
Epoch Capabilities Index150.28116.45
ARC-AGI-218.3%—
SimpleBench61.6%—
Kagi LLM Benchmark76.8%—
ARC-AGI-170.2%—
Chess Puzzles—0%
EnigmaEval18.8%—
LMArena Hard Prompts—1133
DTBench—43.9%
Adversarial NLI—57.3%
ForecastBench—58.6
WinoGrande—75.7%

Math GPT-5 Pro leads

GPT-5 Pro: 48.5 (#63), Llama 3-8B: 8.8 (#323)

Math benchmarks
BenchmarkGPT-5 ProLlama 3-8B
FrontierMath (Tiers 1-3)55.8%—
FrontierMath Tier 419.5%—
OTIS Mock AIME 2024-2025—1.9%
LMArena Math—1151
MATH Level 5—6.1%
FrontierMath Tier 4 (v1)14.6%—

Knowledge GPT-5 Pro leads

GPT-5 Pro: 56.7 (#42), Llama 3-8B: 7.8 (#308)

Knowledge benchmarks
BenchmarkGPT-5 ProLlama 3-8B
GPQA Diamond—26.1%
Humanity's Last Exam31.6%—
LMArena Expert—1113
ARC (AI2) Challenge—82.8%
MMLU—68.8%
OpenBookQA—82.6%
TriviaQA—67.7%

Multilingual Not comparable

GPT-5 Pro: —, Llama 3-8B: 30.8 (#261)

Multilingual benchmarks
BenchmarkGPT-5 ProLlama 3-8B
LMArena Non-English—1098
LMArena Chinese—1076
LMArena French—1159
LMArena German—1104
LMArena Japanese—967
LMArena Korean—1004
LMArena Russian—1109
LMArena Spanish—1173

Instruction Following Not comparable

GPT-5 Pro: —, Llama 3-8B: 58.4 (#260)

Instruction Following benchmarks
BenchmarkGPT-5 ProLlama 3-8B
LMArena Instruction Following—1127

Long Context Not comparable

GPT-5 Pro: —, Llama 3-8B: 34.2 (#251)

Long Context benchmarks
BenchmarkGPT-5 ProLlama 3-8B
LMArena Longer Query—1128

Writing & Preference Not comparable

GPT-5 Pro: —, Llama 3-8B: 37.5 (#256)

Writing & Preference benchmarks
BenchmarkGPT-5 ProLlama 3-8B
LMArena Text—1166
LMArena Creative Writing—1150
LMArena Multi-Turn—1152

Frequently asked questions

Is GPT-5 Pro better than Llama 3-8B?

GPT-5 Pro is the stronger model overall, scoring 46.4 to 25.5 on the Noometry Index.

Is GPT-5 Pro or Llama 3-8B better for coding?

GPT-5 Pro scores higher on coding benchmarks: 44.0 versus 31.0 in the Noometry coding category.

How many benchmarks do GPT-5 Pro and Llama 3-8B share?

1 benchmark has published results for both models. GPT-5 Pro has 12 scored results on Noometry and Llama 3-8B has 34.

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