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Gemini 2.0 Flash vs Llama 3.1 405B (base) (Comparative Analysis)

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Comparative Analysis: Gemini 2.0 Flash vs. Llama 3.1 405B (base)
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Overview

Llama 3.1 405B (base) was released 6 months before Gemini 2.0 Flash.
Gemini 2.0 FlashGemini 2.0 Flash
Llama 3.1 405B (base)Llama 3.1 405B (base)
Model Provider
The organization behind this AI's development
Google logoGoogle
Meta logoMeta
Input Context Window
Maximum input tokens this model can process at once
1M
tokens
32.8K
tokens
Output Token Limit
Maximum output tokens this model can generate at once
8.2K
tokens
Not specified
tokens
Release Date
When this model first became publicly available
February 5th, 2025
August 2nd, 2024

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
Gemini 2.0 Flash
Llama 3.1 405B (base)
Input Types
Supported input formats
📝Text🖼️Image📁File🎵Audio
📝Text
Output Types
Supported output formats
📝Text
📝Text
Tokenizer
Text encoding system
GeminiLlama3
Key Features
Advanced capabilities
Function CallingStructured OutputReasoning ModeContent Moderation
Function CallingStructured OutputReasoning ModeContent Moderation
Open Source
Model availability
ProprietaryAvailable on HuggingFace →

Pricing

Gemini 2.0 Flash is roughly 0.05x less expensive compared to Llama 3.1 405B (base) for input tokens and roughly 0.2x less expensive for output tokens.
Gemini 2.0 FlashGemini 2.0 Flash
Llama 3.1 405B (base)Llama 3.1 405B (base)
Input Token Cost
Cost per million input tokens
$0.10
per million tokens
$2.00
per million tokens
Output Token Cost
Cost per million outut tokens
$0.40
per million tokens
$2.00
per million tokens

Benchmarks

Compare relevant benchmarks between Gemini 2.0 Flash and Llama 3.1 405B (base).
Gemini 2.0 FlashGemini 2.0 Flash
Llama 3.1 405B (base)Llama 3.1 405B (base)
MMLU
Measures knowledge across 57 subjects like law, math, history, and science
Benchmark not available.
Benchmark not available.
MMMU
Measures understanding of combined text and images across various domains
Benchmark not available.
Benchmark not available.
HellaSwag
Measures common sense reasoning by having models complete sentences about everyday situations
Benchmark not available.
Benchmark not available.

At a Glance

Quick overview of what makes Gemini 2.0 Flash and Llama 3.1 405B (base) unique.
Google logoGemini 2.0 Flash by Google understands both text and images, handles audio, can use external tools and APIs, generates structured data. It can handle standard conversations with its 1M token context window. Very affordable at $0.10/M input and $0.40/M output tokens. Released February 5th, 2025.
Meta logoLlama 3.1 405B (base) by Meta is a text-based AI model. It can handle standard conversations with its 32.8K token context window. Reasonably priced at $2.00/M input and $2.00/M output tokens. Released August 2nd, 2024.

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