Comparison Overview: Side-by-Side Performance Analysis of Llama 3.1 405b vs GPT-4o LLM Models Across Key Metrics and Benchmarks.
LLM Model Performance Overview
Performance Overview : Visualizing and Analyzing Key Metrics of Two Leading LLM Models for Performance Comparison.
Model
Llama 3.1 405b
GPT-4o
Context size
128K
128K
Cutoff date
July 2024
Oct 2023
Input/output cost
$0.003 / $0.005
$0.005 / $0.015
Latency (TTFT)
0.58s
0.48s
Throughput
28t/s
80t/s
Comparing Llama 3.1 405b vs GPT-4o
A detailed comparison of Llama 3.1 405b vs GPT-4o performance and features.
Benchmark
Llama 3.1 405b
GPT-4o
MMLU
88.6%
88.7%
GPQA
51.1%
53.6%
MMMU
64.5%
69.1%
HellaSwag
87%
94.2%
HumanEval
89%
90.2%
BBHard
81.3%
91.3%
GSM8K
96.8%
89.8%
MATH
73.8%
76.6%
These benchmarks test a range of abilities, including general knowledge (MMLU), visual perception (MMMU), domain-specific expertise (GPQA), logical reasoning (HELLASWAG), coding capabilities (HUMANEVAL), and math proficiency (GSM8K, MATH). By analyzing these areas, we can gauge the strengths and limitations of different models.