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GPT-4.1 vs GPT-5 Nano (Comparative Analysis)

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Comparative Analysis: GPT-4.1 vs. GPT-5 Nano
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Overview

GPT-4.1 was released 3 months before GPT-5 Nano.
GPT-4.1GPT-4.1
GPT-5 NanoGPT-5 Nano
Model Provider
The organization behind this AI's development
OpenAI logoOpenAI
OpenAI logoOpenAI
Input Context Window
Maximum input tokens this model can process at once
1M
tokens
400K
tokens
Output Token Limit
Maximum output tokens this model can generate at once
32.8K
tokens
128K
tokens
Release Date
When this model first became publicly available
April 14th, 2025
August 7th, 2025
Knowledge Cutoff
Latest training-data date reported by the provider
June 30, 2024
May 31, 2024

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
GPT-4.1
GPT-5 Nano
Input Types
Supported input formats
🖼️Image📝Text📁File
📝Text🖼️Image📁File
Reasoning Controls
Defaults and configurable reasoning effort
Not reported
Always enabledEffort: High, Medium, Low, MinimalDefault: Medium
Output Types
Supported output formats
📝Text
📝Text
Tokenizer
Text encoding system
GPTGPT
Key Features
Advanced capabilities
Function CallingStructured OutputReasoning ModeContent Moderation
Function CallingStructured OutputReasoning ModeContent Moderation

Pricing

GPT-4.1 is roughly 40.0x more expensive compared to GPT-5 Nano for input tokens and roughly 20.0x more expensive for output tokens.
GPT-4.1GPT-4.1
GPT-5 NanoGPT-5 Nano
Input Token Cost
Cost per million input tokens
$2.00
per million tokens
$0.05
per million tokens
Output Token Cost
Cost per million output tokens
$8.00
per million tokens
$0.40
per million tokens
Web Search Cost
Additional cost for each web search operation
$0.01
per search
$0.01
per search
Cache Read Cost
Cost to reuse cached input tokens
$0.50
per million tokens
$0.0050
per million tokens

Benchmarks

Compare relevant benchmarks between GPT-4.1 and GPT-5 Nano.
GPT-4.1GPT-4.1
GPT-5 NanoGPT-5 Nano
Best Design Arena Score
Highest human-preference Elo score across design arenas
1,138 Elo
(#72 in Data Viz (59.5% win rate))
1,132 Elo
(#80 in Website (48.9% win rate))

At a Glance

Quick overview of what makes GPT-4.1 and GPT-5 Nano unique.
OpenAI logoGPT-4.1 by OpenAI understands both text and images, can use external tools and APIs, generates structured data. It can handle standard conversations with its 1M token context window. Reasonably priced at $2.00/M input and $8.00/M output tokens. Includes built-in content moderation for safer outputs. Released April 14th, 2025.
OpenAI logoGPT-5 Nano by OpenAI understands both text and images, can use external tools and APIs, offers advanced reasoning, generates structured data. It can handle standard conversations with its 400K token context window. Very affordable at $0.05/M input and $0.40/M output tokens. Includes built-in content moderation for safer outputs. Released August 7th, 2025.

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