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Llama 3.1 405B (base) vs Morph V3 Fast (Comparative Analysis)

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Comparative Analysis: Llama 3.1 405B (base) vs. Morph V3 Fast
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Overview

Llama 3.1 405B (base) was released 11 months before Morph V3 Fast.
Llama 3.1 405B (base)Llama 3.1 405B (base)
Morph V3 FastMorph V3 Fast
Model Provider
The organization behind this AI's development
Meta logoMeta
Morph logoMorph
Input Context Window
Maximum input tokens this model can process at once
32.8K
tokens
81.9K
tokens
Output Token Limit
Maximum output tokens this model can generate at once
Not specified
tokens
38K
tokens
Release Date
When this model first became publicly available
August 2nd, 2024
July 7th, 2025

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
Llama 3.1 405B (base)
Morph V3 Fast
Input Types
Supported input formats
📝Text
📝Text
Output Types
Supported output formats
📝Text
📝Text
Tokenizer
Text encoding system
Llama3Other
Key Features
Advanced capabilities
Function CallingStructured OutputReasoning ModeContent Moderation
Function CallingStructured OutputReasoning ModeContent Moderation
Open Source
Model availability
Available on HuggingFace →Proprietary

Pricing

Llama 3.1 405B (base) is roughly 2.2x more expensive compared to Morph V3 Fast for input tokens and roughly 1.1x more expensive for output tokens.
Llama 3.1 405B (base)Llama 3.1 405B (base)
Morph V3 FastMorph V3 Fast
Input Token Cost
Cost per million input tokens
$2.00
per million tokens
$0.90
per million tokens
Output Token Cost
Cost per million outut tokens
$2.00
per million tokens
$1.90
per million tokens

Benchmarks

Compare relevant benchmarks between Llama 3.1 405B (base) and Morph V3 Fast.
Llama 3.1 405B (base)Llama 3.1 405B (base)
Morph V3 FastMorph V3 Fast
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 Llama 3.1 405B (base) and Morph V3 Fast unique.
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.
Morph logoMorph V3 Fast by Morph is a text-based AI model. It can handle standard conversations with its 81.9K token context window. Reasonably priced at $0.90/M input and $1.90/M output tokens. Released July 7th, 2025.

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