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ChatGPT-4o vs Nova 2 Lite (Comparative Analysis)

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Comparative Analysis: ChatGPT-4o vs. Nova 2 Lite
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Overview

ChatGPT-4o was released 1 year before Nova 2 Lite.
ChatGPT-4oChatGPT-4o
Nova 2 LiteNova 2 Lite
Model Provider
The organization behind this AI's development
OpenAI logoOpenAI
Amazon logoAmazon
Input Context Window
Maximum input tokens this model can process at once
128K
tokens
1M
tokens
Output Token Limit
Maximum output tokens this model can generate at once
16.4K
tokens
65.5K
tokens
Release Date
When this model first became publicly available
August 14th, 2024
December 2nd, 2025

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
ChatGPT-4o
Nova 2 Lite
Input Types
Supported input formats
📝Text🖼️Image
📝Text🖼️Image🎬Video📁File
Output Types
Supported output formats
📝Text
📝Text
Tokenizer
Text encoding system
GPTNova
Key Features
Advanced capabilities
Function CallingStructured OutputReasoning ModeContent Moderation
Function CallingStructured OutputReasoning ModeContent Moderation

Pricing

ChatGPT-4o is roughly 16.7x more expensive compared to Nova 2 Lite for input tokens and roughly 6.0x more expensive for output tokens.
ChatGPT-4oChatGPT-4o
Nova 2 LiteNova 2 Lite
Input Token Cost
Cost per million input tokens
$5.00
per million tokens
$0.30
per million tokens
Output Token Cost
Cost per million outut tokens
$15.00
per million tokens
$2.50
per million tokens

Benchmarks

Compare relevant benchmarks between ChatGPT-4o and Nova 2 Lite.
ChatGPT-4oChatGPT-4o
Nova 2 LiteNova 2 Lite
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 ChatGPT-4o and Nova 2 Lite unique.
OpenAI logoChatGPT-4o by OpenAI understands both text and images, generates structured data. It can handle standard conversations with its 128K token context window. Premium pricing at $5.00/M input and $15.00/M output tokens. Includes built-in content moderation for safer outputs. Released August 14th, 2024.
Amazon logoNova 2 Lite by Amazon understands both text and images, analyzes video, can use external tools and APIs, offers advanced reasoning. It can handle standard conversations with its 1M token context window. Reasonably priced at $0.30/M input and $2.50/M output tokens. Includes built-in content moderation for safer outputs. Released December 2nd, 2025.

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