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Gemini 1.5 Flash 8B vs Llama 3.1 8B Instruct (Comparative Analysis)

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Comparative Analysis: Gemini 1.5 Flash 8B vs. Llama 3.1 8B Instruct
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Overview

Llama 3.1 8B Instruct was released 2 months before Gemini 1.5 Flash 8B.
Gemini 1.5 Flash 8BGemini 1.5 Flash 8B
Llama 3.1 8B InstructLlama 3.1 8B Instruct
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
131.1K
tokens
Output Token Limit
Maximum output tokens this model can generate at once
8.2K
tokens
16.4K
tokens
Release Date
When this model first became publicly available
October 3rd, 2024
July 23rd, 2024

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
Gemini 1.5 Flash 8B
Llama 3.1 8B Instruct
Input Types
Supported input formats
📝Text🖼️Image
📝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 1.5 Flash 8B is roughly 4.0x more expensive compared to Llama 3.1 8B Instruct for input tokens and roughly 7.5x more expensive for output tokens.
Gemini 1.5 Flash 8BGemini 1.5 Flash 8B
Llama 3.1 8B InstructLlama 3.1 8B Instruct
Input Token Cost
Cost per million input tokens
$0.04
per million tokens
$0.01
per million tokens
Output Token Cost
Cost per million outut tokens
$0.15
per million tokens
$0.02
per million tokens

Benchmarks

Compare relevant benchmarks between Gemini 1.5 Flash 8B and Llama 3.1 8B Instruct.
Gemini 1.5 Flash 8BGemini 1.5 Flash 8B
Llama 3.1 8B InstructLlama 3.1 8B Instruct
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 1.5 Flash 8B and Llama 3.1 8B Instruct unique.
Google logoGemini 1.5 Flash 8B by Google understands both text and images, can use external tools and APIs, generates structured data. It can handle standard conversations with its 1M token context window. Very affordable at $0.04/M input and $0.15/M output tokens. Released October 3rd, 2024.
Meta logoLlama 3.1 8B Instruct by Meta can use external tools and APIs, generates structured data. It can handle standard conversations with its 131.1K token context window. Very affordable at $0.01/M input and $0.02/M output tokens. Released July 23rd, 2024.

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