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Cogito V2 Preview Llama 70B vs Qwen3 VL 30B A3B Thinking (Comparative Analysis)

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Comparative Analysis: Cogito V2 Preview Llama 70B vs. Qwen3 VL 30B A3B Thinking
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Overview

Cogito V2 Preview Llama 70B was released 1 month before Qwen3 VL 30B A3B Thinking.
Cogito V2 Preview Llama 70BCogito V2 Preview Llama 70B
Qwen3 VL 30B A3B ThinkingQwen3 VL 30B A3B Thinking
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
131.1K
tokens
Output Token Limit
Maximum output tokens this model can generate at once
Not specified
tokens
32.8K
tokens
Release Date
When this model first became publicly available
September 2nd, 2025
October 6th, 2025

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
Cogito V2 Preview Llama 70B
Qwen3 VL 30B A3B Thinking
Input Types
Supported input formats
📝Text
📝Text🖼️Image
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 70B is roughly 4.4x more expensive compared to Qwen3 VL 30B A3B Thinking for input tokens and roughly 0.9x less expensive for output tokens.
Cogito V2 Preview Llama 70BCogito V2 Preview Llama 70B
Qwen3 VL 30B A3B ThinkingQwen3 VL 30B A3B Thinking
Input Token Cost
Cost per million input tokens
$0.88
per million tokens
$0.20
per million tokens
Output Token Cost
Cost per million outut tokens
$0.88
per million tokens
$1.00
per million tokens

Benchmarks

Compare relevant benchmarks between Cogito V2 Preview Llama 70B and Qwen3 VL 30B A3B Thinking.
Cogito V2 Preview Llama 70BCogito V2 Preview Llama 70B
Qwen3 VL 30B A3B ThinkingQwen3 VL 30B A3B Thinking
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 70B and Qwen3 VL 30B A3B Thinking unique.
Deep Cogito logoCogito V2 Preview Llama 70B 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 $0.88/M input and $0.88/M output tokens. Released September 2nd, 2025.
Qwen logoQwen3 VL 30B A3B Thinking by Qwen understands both text and images, can use external tools and APIs, offers advanced reasoning, generates structured data. It can handle standard conversations with its 131.1K token context window. Very affordable at $0.20/M input and $1.00/M output tokens. Released October 6th, 2025.

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