Model comparison

gpt-oss-120b vs Llama 2-70B

gpt-oss-120b is the stronger model overall, scoring 36.3 to 24.4 on the Noometry Index.

Last verified . 21 shared benchmarks.

gpt-oss-120b OpenAI

36.3

Rank #217 Confirmed

Llama 2-70B Meta

24.4

Rank #349 Confirmed

Summary

  • They share 21 benchmarks with published results for both. gpt-oss-120b scores higher in 7 categories and Llama 2-70B in 1 category; 7 gaps are clear of the uncertainty.
  • The widest gap is in math, where gpt-oss-120b leads 52.5 to 8.1.
  • The biggest single-benchmark swing is OTIS Mock AIME 2024-2025: 88.9% for gpt-oss-120b and 0% for Llama 2-70B.

Side by side

gpt-oss-120b and Llama 2-70B specifications
gpt-oss-120bLlama 2-70B
ProviderOpenAIMeta
Noometry Index36.324.4
Released2025-08-052023-07-18
WeightsOpenOpen
Context window131K—
Max output41K—
Input $ / M tokens$0.037—
Output $ / M tokens$0.17—
Results tracked4835

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Category by category

Coding gpt-oss-120b leads

gpt-oss-120b: 33.5 (#256), Llama 2-70B: 31.4 (#286)

Coding benchmarks
Benchmarkgpt-oss-120bLlama 2-70B
LMArena Coding13801079
SWE-bench Verified (bash only)26%—
Aider Polyglot41.8%—
SciCode36%—
WeirdML48.2%—
ALE-Bench575.62—
AlgoTune1.41—

Agentic & Tool Use Not comparable

gpt-oss-120b: 12.2 (#153), Llama 2-70B: —

Agentic & Tool Use benchmarks
Benchmarkgpt-oss-120bLlama 2-70B
Terminal-Bench18.7%—
APEX-Agents4.4%—
METR Time Horizons56.6%—
Vending-Bench 2-21.53—

Reasoning gpt-oss-120b leads

gpt-oss-120b: 20.0 (#245), Llama 2-70B: 14.4 (#325)

Reasoning benchmarks
Benchmarkgpt-oss-120bLlama 2-70B
LMArena Hard Prompts13641073
DTBench76.3%41.6%
Epoch Capabilities Index139.93113.79
SimpleBench22.1%—
Kagi LLM Benchmark58.6%—
CritPt1.1%—
Chess Puzzles20%—
Mystery Game Puzzles2%—
LMCA22.1%—
Surface Evolver Bench25%—
BIG-Bench Hard—64.9%
CommonsenseQA 2.0—50%
ForecastBench—51.4
HellaSwag—85.3%
LAMBADA—78.9%
PIQA—82.8%
WinoGrande—80.2%

Math gpt-oss-120b leads

gpt-oss-120b: 52.5 (#50), Llama 2-70B: 8.1 (#326)

Math benchmarks
Benchmarkgpt-oss-120bLlama 2-70B
OTIS Mock AIME 2024-202588.9%0%
LMArena Math13891091
Omni-MATH68.8%—
MATH Level 5—3.3%
GSM8K—69.6%

Knowledge gpt-oss-120b leads

gpt-oss-120b: 42.4 (#96), Llama 2-70B: 7.4 (#310)

Knowledge benchmarks
Benchmarkgpt-oss-120bLlama 2-70B
GPQA Diamond75.8%26.3%
LMArena Expert13561039
MMLU-Pro79.5%—
Confabulations15.7%—
Vectara Hallucination Rate14.2%—
GPQA (HELM)68.4%—
ARC (AI2) Challenge—78.3%
BoolQ—88.6%
MMLU—69.9%
OpenBookQA—60.2%
TriviaQA—87.6%

Multilingual gpt-oss-120b leads

gpt-oss-120b: 48.0 (#147), Llama 2-70B: 27.7 (#274)

Multilingual benchmarks
Benchmarkgpt-oss-120bLlama 2-70B
LMArena Non-English13511045
LMArena Chinese1385995
LMArena French13691090
LMArena German13531041
LMArena Japanese1331927
LMArena Korean1282964
LMArena Russian13431083
LMArena Spanish13891143

Instruction Following gpt-oss-120b leads

gpt-oss-120b: 69.3 (#173), Llama 2-70B: 54.9 (#278)

Instruction Following benchmarks
Benchmarkgpt-oss-120bLlama 2-70B
LMArena Instruction Following13181071
IFEval83.6%—

Long Context Too close to call

gpt-oss-120b: 31.4 (#278), Llama 2-70B: 32.3 (#270)

Long Context benchmarks
Benchmarkgpt-oss-120bLlama 2-70B
LMArena Longer Query13191062
Fiction.LiveBench44.4%—

Writing & Preference gpt-oss-120b leads

gpt-oss-120b: 46.5 (#217), Llama 2-70B: 32.3 (#279)

Writing & Preference benchmarks
Benchmarkgpt-oss-120bLlama 2-70B
LMArena Text13651115
LMArena Creative Writing12751075
LMArena Multi-Turn13401088
Short-Story Creative Writing77.1%—
EQ-Bench Creative Writing961—
WildBench84.5%—

Frequently asked questions

Is gpt-oss-120b better than Llama 2-70B?

gpt-oss-120b is the stronger model overall, scoring 36.3 to 24.4 on the Noometry Index.

Is gpt-oss-120b or Llama 2-70B better for coding?

gpt-oss-120b scores higher on coding benchmarks: 33.5 versus 31.4 in the Noometry coding category.

How many benchmarks do gpt-oss-120b and Llama 2-70B share?

21 benchmarks have published results for both models. gpt-oss-120b has 48 scored results on Noometry and Llama 2-70B has 35.

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