# Gemini 2.0 Flash 001 vs Llama 3.1 405B Instruct

As of Oct 15, 2026, Gemini 2.0 Flash 001 leads Llama 3.1 405B Instruct in 1 of 2 shared categories: Science.

Gemini 2.0 Flash 001: price per 1M tokens is unset in the catalog.

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

Gemini 2.0 Flash 001: closed weights.

Llama 3.1 405B Instruct: open weights.

- Which to pick, General LLM: As of Oct 15, 2026, Llama 3.1 405B Instruct leads Gemini 2.0 Flash 001 in General LLM at #3 against #9.
- Which to pick, Science: As of Oct 15, 2026, Gemini 2.0 Flash 001 leads Llama 3.1 405B Instruct in Science at #104 against #124.

As of Oct 15, 2026, Gemini 2.0 Flash 001 is a former state-of-the-art holder in Long context (since Feb 6, 2025; sources Fiction.liveBench 120k and LMArena Text (style-controlled, longer query); methodology v1.0).

As of Oct 15, 2026, Llama 3.1 405B Instruct is a former state-of-the-art holder in General LLM (since Aug 28, 2024; sources LMArena Text (style-controlled, overall); methodology v1.0).