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Cogito V2 Preview Llama 405B vs Morph V3 Large (Comparative Analysis)

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Comparative Analysis: Cogito V2 Preview Llama 405B vs. Morph V3 Large
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Overview

Morph V3 Large was released 3 months before Cogito V2 Preview Llama 405B.
Cogito V2 Preview Llama 405BCogito V2 Preview Llama 405B
Morph V3 LargeMorph V3 Large
Model Provider
The organization behind this AI's development
Deep Cogito logoDeep Cogito
Morph logoMorph
Input Context Window
Maximum input tokens this model can process at once
32.8K
tokens
262.1K
tokens
Output Token Limit
Maximum output tokens this model can generate at once
Not specified
tokens
131.1K
tokens
Release Date
When this model first became publicly available
October 17th, 2025
July 7th, 2025

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
Cogito V2 Preview Llama 405B
Morph V3 Large
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

Cogito V2 Preview Llama 405B is roughly 3.9x more expensive compared to Morph V3 Large for input tokens and roughly 1.8x more expensive for output tokens.
Cogito V2 Preview Llama 405BCogito V2 Preview Llama 405B
Morph V3 LargeMorph V3 Large
Input Token Cost
Cost per million input tokens
$3.50
per million tokens
$0.90
per million tokens
Output Token Cost
Cost per million outut tokens
$3.50
per million tokens
$1.90
per million tokens

Benchmarks

Compare relevant benchmarks between Cogito V2 Preview Llama 405B and Morph V3 Large.
Cogito V2 Preview Llama 405BCogito V2 Preview Llama 405B
Morph V3 LargeMorph V3 Large
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 Cogito V2 Preview Llama 405B and Morph V3 Large unique.
Deep Cogito logoCogito V2 Preview Llama 405B by Deep Cogito can use external tools and APIs, offers advanced reasoning, generates structured data. It can handle standard conversations with its 32.8K token context window. Reasonably priced at $3.50/M input and $3.50/M output tokens. Released October 17th, 2025.
Morph logoMorph V3 Large by Morph is a text-based AI model. It can handle standard conversations with its 262.1K token context window. Reasonably priced at $0.90/M input and $1.90/M output tokens. Released July 7th, 2025.

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