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Cogito V2 Preview Llama 109B vs Nemotron Nano 12B 2 VL (Comparative Analysis)

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Comparative Analysis: Cogito V2 Preview Llama 109B vs. Nemotron Nano 12B 2 VL
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Overview

Cogito V2 Preview Llama 109B was released 1 month before Nemotron Nano 12B 2 VL.
Cogito V2 Preview Llama 109BCogito V2 Preview Llama 109B
Nemotron Nano 12B 2 VLNemotron Nano 12B 2 VL
Model Provider
The organization behind this AI's development
Deepcogito logoDeepcogito
NVIDIA logoNVIDIA
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
Not specified
tokens
Release Date
When this model first became publicly available
September 2nd, 2025
October 28th, 2025

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
Cogito V2 Preview Llama 109B
Nemotron Nano 12B 2 VL
Input Types
Supported input formats
🖼️Image📝Text
🖼️Image📝Text🎬Video
Output Types
Supported output formats
📝Text
📝Text
Tokenizer
Text encoding system
Llama4Other
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 109B is roughly 0.9x less expensive compared to Nemotron Nano 12B 2 VL for input tokens and roughly 1.0x less expensive for output tokens.
Cogito V2 Preview Llama 109BCogito V2 Preview Llama 109B
Nemotron Nano 12B 2 VLNemotron Nano 12B 2 VL
Input Token Cost
Cost per million input tokens
$0.18
per million tokens
$0.20
per million tokens
Output Token Cost
Cost per million outut tokens
$0.59
per million tokens
$0.60
per million tokens

Benchmarks

Compare relevant benchmarks between Cogito V2 Preview Llama 109B and Nemotron Nano 12B 2 VL.
Cogito V2 Preview Llama 109BCogito V2 Preview Llama 109B
Nemotron Nano 12B 2 VLNemotron Nano 12B 2 VL
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 109B and Nemotron Nano 12B 2 VL unique.
Deepcogito logoCogito V2 Preview Llama 109B by Deepcogito understands both text and images, can use external tools and APIs, offers advanced reasoning. It can handle standard conversations with its 32.8K token context window. Very affordable at $0.18/M input and $0.59/M output tokens. Released September 2nd, 2025.
NVIDIA logoNemotron Nano 12B 2 VL by NVIDIA understands both text and images, analyzes video, 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 $0.60/M output tokens. Released October 28th, 2025.

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