Model comparison

Llama 3.1 Nemotron 70b Instruct vs o1

o1 is the stronger model overall, scoring 40.6 to 37.0 on the Noometry Index.

Last verified . 12 shared benchmarks.

o1 OpenAI

40.6

Rank #140 Confirmed

Summary

  • They share 12 benchmarks with published results for both. Llama 3.1 Nemotron 70b Instruct scores higher in 0 categories and o1 in 8 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in long context, where o1 leads 50.3 to 37.5.
  • Llama 3.1 Nemotron 70b Instruct has downloadable open weights; the other is API-only.

Side by side

Llama 3.1 Nemotron 70b Instruct and o1 specifications
Llama 3.1 Nemotron 70b Instructo1
ProviderNVIDIAOpenAI
Noometry Index37.040.6
Released2024-12-182024-09-12
WeightsOpenProprietary
Context window—200K
Max output—100K
Input $ / M tokens—$15
Output $ / M tokens—$60
Results tracked1452

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Category by category

Coding o1 leads

Llama 3.1 Nemotron 70b Instruct: 35.3 (#212), o1: 45.7 (#64)

Coding benchmarks
BenchmarkLlama 3.1 Nemotron 70b Instructo1
LMArena Coding12721367
Aider Polyglot—61.7%
WeirdML—47.6%
BigCodeBench Instruct38.7%—
LiveBench Coding—69.7%
BigCodeBench Complete48.2%—
CadEval—56%
HumanEval+—89%
MBPP+—80.2%

Agentic & Tool Use Not comparable

Llama 3.1 Nemotron 70b Instruct: —, o1: 24.3 (#111)

Agentic & Tool Use benchmarks
BenchmarkLlama 3.1 Nemotron 70b Instructo1
Cybench—10%
METR Time Horizons—51.1%

Reasoning o1 leads

Llama 3.1 Nemotron 70b Instruct: 24.0 (#156), o1: 27.5 (#103)

Reasoning benchmarks
BenchmarkLlama 3.1 Nemotron 70b Instructo1
LMArena Hard Prompts12661372
SimpleBench—41.7%
ARC-AGI-1—30.7%
Chess Puzzles—15%
EnigmaEval—5.7%
LiveBench Reasoning—91.6%
DTBench—74.7%
LiveBench Data Analysis—65.5%
LMCA—22.3%
Epoch Capabilities Index—141.92
LiveBench—75.7%

Math o1 leads

Llama 3.1 Nemotron 70b Instruct: 32.9 (#182), o1: 34.9 (#150)

Math benchmarks
BenchmarkLlama 3.1 Nemotron 70b Instructo1
LMArena Math12711388
FrontierMath (Tiers 1-3)—14.7%
OTIS Mock AIME 2024-2025—73.3%
LiveBench Math—80.3%
MATH Level 5—94.7%
FrontierMath (Feb 2025 set)—9.3%

Knowledge o1 leads

Llama 3.1 Nemotron 70b Instruct: 33.5 (#194), o1: 41.5 (#101)

Knowledge benchmarks
BenchmarkLlama 3.1 Nemotron 70b Instructo1
LMArena Expert12421362
GPQA Diamond—76.8%
Humanity's Last Exam—8%
SimpleQA Verified—41.1%
Confabulations—11.7%

Multimodal Not comparable

Llama 3.1 Nemotron 70b Instruct: —, o1: 33.6 (#87)

Multimodal benchmarks
BenchmarkLlama 3.1 Nemotron 70b Instructo1
LMArena Vision—1168
GeoBench—80%
VPCT—37%
SpatialViz-Bench—41.4%

Multilingual o1 leads

Llama 3.1 Nemotron 70b Instruct: 40.7 (#212), o1: 48.8 (#137)

Multilingual benchmarks
BenchmarkLlama 3.1 Nemotron 70b Instructo1
LMArena Non-English12451359
LMArena Chinese12631394
LMArena Russian12271356
LMArena French—1343
LMArena German—1337
LMArena Japanese—1346
LMArena Korean—1396
LMArena Spanish—1345

Instruction Following o1 leads

Llama 3.1 Nemotron 70b Instruct: 66.2 (#208), o1: 75.0 (#82)

Instruction Following benchmarks
BenchmarkLlama 3.1 Nemotron 70b Instructo1
LMArena Instruction Following12521368
LiveBench Instruction Following—81.5%

Long Context o1 leads

Llama 3.1 Nemotron 70b Instruct: 37.5 (#210), o1: 50.3 (#9)

Long Context benchmarks
BenchmarkLlama 3.1 Nemotron 70b Instructo1
LMArena Longer Query12391378
Fiction.LiveBench—83.3%

Writing & Preference o1 leads

Llama 3.1 Nemotron 70b Instruct: 48.6 (#197), o1: 55.8 (#139)

Writing & Preference benchmarks
BenchmarkLlama 3.1 Nemotron 70b Instructo1
LMArena Text12831366
LMArena Creative Writing12691347
LMArena Multi-Turn12751368
Short-Story Creative Writing—70.2%
LiveBench Language—65.4%

Frequently asked questions

Is Llama 3.1 Nemotron 70b Instruct better than o1?

o1 is the stronger model overall, scoring 40.6 to 37.0 on the Noometry Index.

Is Llama 3.1 Nemotron 70b Instruct or o1 better for coding?

o1 scores higher on coding benchmarks: 45.7 versus 35.3 in the Noometry coding category.

How many benchmarks do Llama 3.1 Nemotron 70b Instruct and o1 share?

12 benchmarks have published results for both models. Llama 3.1 Nemotron 70b Instruct has 14 scored results on Noometry and o1 has 52.

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