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Cogito V2 Preview Llama 405B vs Qwen3 8B (Comparative Analysis)

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Comparative Analysis: Cogito V2 Preview Llama 405B vs. Qwen3 8B
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Overview

Qwen3 8B was released 5 months before Cogito V2 Preview Llama 405B.
Cogito V2 Preview Llama 405BCogito V2 Preview Llama 405B
Qwen3 8BQwen3 8B
Model Provider
The organization behind this AI's development
Deep Cogito logoDeep Cogito
Qwen logoQwen
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
20K
tokens
Release Date
When this model first became publicly available
October 17th, 2025
April 28th, 2025

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
Cogito V2 Preview Llama 405B
Qwen3 8B
Input Types
Supported input formats
📝Text
📝Text
Output Types
Supported output formats
📝Text
📝Text
Tokenizer
Text encoding system
Llama3Qwen3
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

Cogito V2 Preview Llama 405B is roughly 87.5x more expensive compared to Qwen3 8B for input tokens and roughly 25.0x more expensive for output tokens.
Cogito V2 Preview Llama 405BCogito V2 Preview Llama 405B
Qwen3 8BQwen3 8B
Input Token Cost
Cost per million input tokens
$3.50
per million tokens
$0.04
per million tokens
Output Token Cost
Cost per million outut tokens
$3.50
per million tokens
$0.14
per million tokens

Benchmarks

Compare relevant benchmarks between Cogito V2 Preview Llama 405B and Qwen3 8B.
Cogito V2 Preview Llama 405BCogito V2 Preview Llama 405B
Qwen3 8BQwen3 8B
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 Qwen3 8B 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.
Qwen logoQwen3 8B by Qwen can use external tools and APIs, offers advanced reasoning, generates structured data. It can handle standard conversations with its 128K token context window. Very affordable at $0.04/M input and $0.14/M output tokens. Released April 28th, 2025.

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