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Mixtral 8x22B Instruct vs WizardLM-2 8x22B (Comparative Analysis)

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Comparative Analysis: Mixtral 8x22B Instruct vs. WizardLM-2 8x22B
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Overview

WizardLM-2 8x22B was released 1 day before Mixtral 8x22B Instruct.
Mixtral 8x22B InstructMixtral 8x22B Instruct
WizardLM-2 8x22BWizardLM-2 8x22B
Model Provider
The organization behind this AI's development
Mistral logoMistral
Microsoft logoMicrosoft
Input Context Window
Maximum input tokens this model can process at once
65.5K
tokens
65.5K
tokens
Output Token Limit
Maximum output tokens this model can generate at once
Not specified
tokens
8K
tokens
Release Date
When this model first became publicly available
April 17th, 2024
April 16th, 2024

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
Mixtral 8x22B Instruct
WizardLM-2 8x22B
Input Types
Supported input formats
📝Text
📝Text
Output Types
Supported output formats
📝Text
📝Text
Tokenizer
Text encoding system
MistralMistral
Key Features
Advanced capabilities
Function CallingStructured OutputReasoning ModeContent Moderation
Function CallingStructured OutputReasoning ModeContent Moderation
Open Source
Model availability
Available on HuggingFace →Available on HuggingFace →

Pricing

Mixtral 8x22B Instruct is roughly 3.2x more expensive compared to WizardLM-2 8x22B for input tokens and roughly 9.7x more expensive for output tokens.
Mixtral 8x22B InstructMixtral 8x22B Instruct
WizardLM-2 8x22BWizardLM-2 8x22B
Input Token Cost
Cost per million input tokens
$2.00
per million tokens
$0.62
per million tokens
Output Token Cost
Cost per million outut tokens
$6.00
per million tokens
$0.62
per million tokens

Benchmarks

Compare relevant benchmarks between Mixtral 8x22B Instruct and WizardLM-2 8x22B.
Mixtral 8x22B InstructMixtral 8x22B Instruct
WizardLM-2 8x22BWizardLM-2 8x22B
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 Mixtral 8x22B Instruct and WizardLM-2 8x22B unique.
Mistral logoMixtral 8x22B Instruct by Mistral can use external tools and APIs, generates structured data. It can handle standard conversations with its 65.5K token context window. Reasonably priced at $2.00/M input and $6.00/M output tokens. Released April 17th, 2024.
Microsoft logoWizardLM-2 8x22B by Microsoft is a text-based AI model. It can handle standard conversations with its 65.5K token context window. Reasonably priced at $0.62/M input and $0.62/M output tokens. Released April 16th, 2024.

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