Model comparison

Grok 3 vs Llama 3-70B

Grok 3 is the stronger model overall, scoring 39.9 to 28.8 on the Noometry Index.

Last verified . 22 shared benchmarks.

Grok 3 xAI

39.9

Rank #157 Confirmed

Llama 3-70B Meta

28.8

Rank #323 Confirmed

Summary

  • They share 22 benchmarks with published results for both. Grok 3 scores higher in 8 categories and Llama 3-70B in 1 category; 9 gaps are clear of the uncertainty.
  • The widest gap is in knowledge, where Grok 3 leads 46.2 to 20.8.
  • The biggest single-benchmark swing is MATH Level 5: 88.7% for Grok 3 and 22.6% for Llama 3-70B.
  • Llama 3-70B has downloadable open weights; the other is API-only.

Side by side

Grok 3 and Llama 3-70B specifications
Grok 3Llama 3-70B
ProviderxAIMeta
Noometry Index39.928.8
Released2025-04-092024-04-18
WeightsProprietaryOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked4031

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Category by category

Coding Grok 3 leads

Grok 3: 41.9 (#115), Llama 3-70B: 35.8 (#218)

Coding benchmarks
BenchmarkGrok 3Llama 3-70B
LMArena Coding14321206
Aider Polyglot53.3%—
WeirdML37.2%—
BigCodeBench Instruct—43.6%
BigCodeBench Complete—54.5%
HumanEval+—72%
MBPP+—69%

Agentic & Tool Use Grok 3 leads

Grok 3: 30.5 (#76), Llama 3-70B: 21.1 (#139)

Agentic & Tool Use benchmarks
BenchmarkGrok 3Llama 3-70B
Cybench—5%
BALROG29.5%—

Reasoning Llama 3-70B leads

Grok 3: 13.7 (#333), Llama 3-70B: 18.0 (#288)

Reasoning benchmarks
BenchmarkGrok 3Llama 3-70B
Kagi LLM Benchmark61.3%35.1%
LMArena Hard Prompts14341195
Epoch Capabilities Index138.33122.93
ARC-AGI-20%—
SimpleBench36.1%—
ARC-AGI-15.5%—
DTBench—54.2%
ForecastBench—57.1
WinoGrande—83.5%

Math Grok 3 leads

Grok 3: 38.0 (#145), Llama 3-70B: 12.8 (#305)

Math benchmarks
BenchmarkGrok 3Llama 3-70B
OTIS Mock AIME 2024-202555.6%4.3%
LMArena Math13911218
MATH Level 588.7%22.6%
Omni-MATH46.4%—
FrontierMath (Feb 2025 set)3.8%—
FrontierMath Tier 4 (v1)0%—

Knowledge Grok 3 leads

Grok 3: 46.2 (#82), Llama 3-70B: 20.8 (#277)

Knowledge benchmarks
BenchmarkGrok 3Llama 3-70B
GPQA Diamond75.8%40.6%
LMArena Expert14211149
MMLU-Pro78.8%—
Confabulations14.2%—
Vectara Hallucination Rate5.8%—
GPQA (HELM)65%—
MMLU—79.3%

Multilingual Grok 3 leads

Grok 3: 52.3 (#87), Llama 3-70B: 33.6 (#251)

Multilingual benchmarks
BenchmarkGrok 3Llama 3-70B
LMArena Non-English14101142
LMArena Chinese14481114
LMArena French14601232
LMArena German14311169
LMArena Japanese13871017
LMArena Korean13731017
LMArena Russian14161159
LMArena Spanish14171241

Instruction Following Grok 3 leads

Grok 3: 75.0 (#73), Llama 3-70B: 62.5 (#238)

Instruction Following benchmarks
BenchmarkGrok 3Llama 3-70B
LMArena Instruction Following14091194
IFEval88.4%—

Long Context Grok 3 leads

Grok 3: 38.7 (#192), Llama 3-70B: 35.6 (#240)

Long Context benchmarks
BenchmarkGrok 3Llama 3-70B
LMArena Longer Query14391174
Fiction.LiveBench58.3%—

Writing & Preference Grok 3 leads

Grok 3: 55.8 (#141), Llama 3-70B: 42.8 (#231)

Writing & Preference benchmarks
BenchmarkGrok 3Llama 3-70B
LMArena Text14261221
LMArena Creative Writing14141210
LMArena Multi-Turn14251223
Short-Story Creative Writing76.4%—
EQ-Bench Creative Writing1186—
WildBench84.9%—

Frequently asked questions

Is Grok 3 better than Llama 3-70B?

Grok 3 is the stronger model overall, scoring 39.9 to 28.8 on the Noometry Index.

Is Grok 3 or Llama 3-70B better for coding?

Grok 3 scores higher on coding benchmarks: 41.9 versus 35.8 in the Noometry coding category.

How many benchmarks do Grok 3 and Llama 3-70B share?

22 benchmarks have published results for both models. Grok 3 has 40 scored results on Noometry and Llama 3-70B has 31.

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