Model Comparison

Llama 3.1 405BGemini 2.5 Pro
Let's see who can write code better - Llama 3.1 405B or Gemini 2.5 Pro

Model Information

Llama 3.1 405B

Description

Open-source frontier model with 405 billion parameters

Specifications

Context Window128K
Max Output4K
ReleasedJul 2024
API✗

Key Features

Open sourceSelf-hostableTool use supportMultilingualNo usage restrictions

Strengths

  • ✓Fully open source
  • ✓Can be self-hosted
  • ✓Strong performance
  • ✓No API costs if self-hosted

Weaknesses

  • ✗Requires significant compute
  • ✗Complex to deploy
  • ✗No official API service

Agent Support

No known agents

Gemini 2.5 Pro

Google

Description

Advanced Gemini model with massive context capabilities

Specifications

Context Window1.0M
Max Output8K
ReleasedJan 2025
API✓

Pricing (per 1M)

In / Out
$1.25/ $10

Key Features

1M+ token contextState-of-the-art performanceMulti-modal native

Strengths

  • ✓Unprecedented context length
  • ✓Superior performance
  • ✓Advanced capabilities

Weaknesses

  • ✗Higher cost than Flash models
  • ✗May be slower for simple tasks

Agent Support