Compare · 2026-10-14

GPT-4.1 vs Llama 3.1 405B Instruct

As of Oct 14, 2026, GPT-4.1 leads Llama 3.1 405B Instruct in 1 of 2 shared categories: Science.

CategoryGPT-4.1Llama 3.1 405B Instruct
General LLM
#101 · #101 in General LLM
Margin 68.70748299319727
LMArena leaderboard dataset · Oct 13, 2026
#3 · #3 in General LLM
Margin —
LMArena leaderboard dataset · Sep 4, 2024
Reasoning
#102 · #102 in Reasoning
Margin 70.54794520547945
LMArena leaderboard dataset · Oct 13, 2026
#— · Not enough data
Margin —
LMArena leaderboard dataset · Sep 4, 2024
Math
#39 · #39 in Math
Margin 86.66666666666667
Epoch AI benchmarking hub · Apr 14, 2025
—
Science
#96 · #96 in Science
Margin —
Epoch AI benchmarking hub · Apr 14, 2025
#124 · #124 in Science
Margin —
Epoch AI benchmarking hub · Jul 23, 2024
Coding
#— · Not enough data
Margin —
Epoch AI benchmarking hub · Apr 14, 2025
—
Long context
#95 · Was SOTA · Long context
Margin 64.62585034013605
LMArena leaderboard dataset · Oct 13, 2026
—
Vision
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 9, 2026
—
Factuality
#103 · #103 in Factuality
Margin 77.61194029850746
LMArena leaderboard dataset · Oct 13, 2026
—
Abstraction (ARC)
#85 · #85 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Apr 14, 2025
—
Price per 1M tokens

GPT-4.1: $3.5 per 1M blended tokens.

Llama 3.1 405B Instruct: price per 1M tokens is unset in the catalog.

Open weights

GPT-4.1: closed weights.

Llama 3.1 405B Instruct: open weights.

Which to pick

General LLM: As of Oct 14, 2026, Llama 3.1 405B Instruct leads GPT-4.1 in General LLM at #3 against #101.

Science: As of Oct 14, 2026, GPT-4.1 leads Llama 3.1 405B Instruct in Science at #96 against #124.

GPT-4.1 · Llama 3.1 405B Instruct

GPT-4.1 or Llama 3.1 405B Instruct?

As of Oct 14, 2026, GPT-4.1 leads Llama 3.1 405B Instruct in 1 of 2 shared categories: Science.

GPT-4.1 or Llama 3.1 405B Instruct for General LLM?

As of Oct 14, 2026, Llama 3.1 405B Instruct leads GPT-4.1 in General LLM at #3 against #101.

GPT-4.1 or Llama 3.1 405B Instruct for Science?

As of Oct 14, 2026, GPT-4.1 leads Llama 3.1 405B Instruct in Science at #96 against #124.