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Cogito V2 Preview Llama 405B vs GPT-4 Turbo Preview (Comparative Analysis)

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Comparative Analysis: Cogito V2 Preview Llama 405B vs. GPT-4 Turbo Preview
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Overview

GPT-4 Turbo Preview was released 1 year before Cogito V2 Preview Llama 405B.
Cogito V2 Preview Llama 405BCogito V2 Preview Llama 405B
GPT-4 Turbo PreviewGPT-4 Turbo Preview
Model Provider
The organization behind this AI's development
Deep Cogito logoDeep Cogito
OpenAI logoOpenAI
Input Context Window
Maximum input tokens this model can process at once
32.8K
tokens
128K
tokens
Output Token Limit
Maximum output tokens this model can generate at once
Not specified
tokens
4.1K
tokens
Release Date
When this model first became publicly available
October 17th, 2025
January 25th, 2024

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
Cogito V2 Preview Llama 405B
GPT-4 Turbo Preview
Input Types
Supported input formats
📝Text
📝Text
Output Types
Supported output formats
📝Text
📝Text
Tokenizer
Text encoding system
Llama3GPT
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 0.3x less expensive compared to GPT-4 Turbo Preview for input tokens and roughly 0.1x less expensive for output tokens.
Cogito V2 Preview Llama 405BCogito V2 Preview Llama 405B
GPT-4 Turbo PreviewGPT-4 Turbo Preview
Input Token Cost
Cost per million input tokens
$3.50
per million tokens
$10.00
per million tokens
Output Token Cost
Cost per million outut tokens
$3.50
per million tokens
$30.00
per million tokens

Benchmarks

Compare relevant benchmarks between Cogito V2 Preview Llama 405B and GPT-4 Turbo Preview.
Cogito V2 Preview Llama 405BCogito V2 Preview Llama 405B
GPT-4 Turbo PreviewGPT-4 Turbo Preview
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 GPT-4 Turbo Preview 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.
OpenAI logoGPT-4 Turbo Preview by OpenAI can use external tools and APIs, generates structured data. It can handle standard conversations with its 128K token context window. Premium pricing at $10.00/M input and $30.00/M output tokens. Includes built-in content moderation for safer outputs. Released January 25th, 2024.

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