Model comparison

Llama 3.1-405B vs Qwen2.5-Coder (1.5B)

Llama 3.1-405B has enough public results to be ranked (#288); Qwen2.5-Coder (1.5B) does not yet, so treat this comparison as directional.

Last verified . 5 shared benchmarks.

Llama 3.1-405B Meta

30.7

Rank #288 Confirmed

Summary

  • They share 5 benchmarks with published results for both.

Side by side

Llama 3.1-405B and Qwen2.5-Coder (1.5B) specifications
Llama 3.1-405BQwen2.5-Coder (1.5B)
ProviderMetaAlibaba (Qwen)
Noometry Index30.7—
Released2024-07-232024-09-18
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked426

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Category by category

Coding Not comparable

Llama 3.1-405B: 33.1 (#262), Qwen2.5-Coder (1.5B): —

Coding benchmarks
BenchmarkLlama 3.1-405BQwen2.5-Coder (1.5B)
WeirdML21.4%—
LMArena Coding1291—

Agentic & Tool Use Not comparable

Llama 3.1-405B: 21.0 (#140), Qwen2.5-Coder (1.5B): —

Agentic & Tool Use benchmarks
BenchmarkLlama 3.1-405BQwen2.5-Coder (1.5B)
TheAgentCompany7.4%—
Cybench7.5%—

Reasoning Not comparable

Llama 3.1-405B: 16.8 (#300), Qwen2.5-Coder (1.5B): —

Reasoning benchmarks
BenchmarkLlama 3.1-405BQwen2.5-Coder (1.5B)
Epoch Capabilities Index128.75113.14
HellaSwag89.2%76.8%
WinoGrande89.2%72.9%
SimpleBench23%—
Kagi LLM Benchmark45%—
LMArena Hard Prompts1269—
DTBench61.4%—
BIG-Bench Hard82.9%—
ForecastBench59.9—
PIQA85.9%—

Math Not comparable

Llama 3.1-405B: 18.4 (#290), Qwen2.5-Coder (1.5B): —

Math benchmarks
BenchmarkLlama 3.1-405BQwen2.5-Coder (1.5B)
OTIS Mock AIME 2024-20259.7%—
Omni-MATH24.9%—
LMArena Math1281—
MATH Level 549.8%—
GSM8K—86.7%

Knowledge Not comparable

Llama 3.1-405B: 30.4 (#227), Qwen2.5-Coder (1.5B): —

Knowledge benchmarks
BenchmarkLlama 3.1-405BQwen2.5-Coder (1.5B)
ARC (AI2) Challenge95.3%60.9%
MMLU84.5%68%
GPQA Diamond50.9%—
MMLU-Pro72.3%—
Confabulations17.6%—
GPQA (HELM)52.2%—
LMArena Expert1243—
TriviaQA82.7%—

Multilingual Not comparable

Llama 3.1-405B: 40.7 (#214), Qwen2.5-Coder (1.5B): —

Multilingual benchmarks
BenchmarkLlama 3.1-405BQwen2.5-Coder (1.5B)
LMArena Non-English1248—
LMArena Chinese1242—
LMArena French1279—
LMArena German1252—
LMArena Japanese1208—
LMArena Korean1184—
LMArena Russian1265—
LMArena Spanish1260—

Instruction Following Not comparable

Llama 3.1-405B: 65.9 (#214), Qwen2.5-Coder (1.5B): —

Instruction Following benchmarks
BenchmarkLlama 3.1-405BQwen2.5-Coder (1.5B)
IFEval81.1%—
LMArena Instruction Following1259—

Long Context Not comparable

Llama 3.1-405B: 38.4 (#197), Qwen2.5-Coder (1.5B): —

Long Context benchmarks
BenchmarkLlama 3.1-405BQwen2.5-Coder (1.5B)
LMArena Longer Query1266—

Writing & Preference Not comparable

Llama 3.1-405B: 38.9 (#251), Qwen2.5-Coder (1.5B): —

Writing & Preference benchmarks
BenchmarkLlama 3.1-405BQwen2.5-Coder (1.5B)
LMArena Text1284—
LMArena Creative Writing1262—
EQ-Bench Creative Writing870—
WildBench78.3%—
LMArena Multi-Turn1297—

Frequently asked questions

Is Llama 3.1-405B better than Qwen2.5-Coder (1.5B)?

Llama 3.1-405B has enough public results to be ranked (#288); Qwen2.5-Coder (1.5B) does not yet, so treat this comparison as directional.

How many benchmarks do Llama 3.1-405B and Qwen2.5-Coder (1.5B) share?

5 benchmarks have published results for both models. Llama 3.1-405B has 42 scored results on Noometry and Qwen2.5-Coder (1.5B) has 6.

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