GPT-4 vs GPT-4o Mini (Which is Better in 2024?)

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Comparative Analysis: GPT-4 vs. GPT-4o Mini

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Overview

GPT-4 was released 1 year before GPT-4o Mini.

	GPT-4	GPT-4o Mini
Model Provider The organization behind this AI's development	OpenAI	OpenAI
Input Context Window Maximum input tokens this model can process at once	8192 tokens	128.0K tokens
Output Token Limit Maximum output tokens this model can generate at once	8192 tokens	16.4K tokens
Release Date When this model first became publicly available	March 14, 2023 1 year ago March 14th, 2023	July 18, 2024 3 months ago July 18th, 2024

Pricing

GPT-4 is roughly 200.0x more expensive compared to GPT-4o Mini for input tokens and roughly 100.0x more expensive for output tokens.

	GPT-4	GPT-4o Mini
Input Token Cost Cost per million tokens fed into the model	$30.00 per million tokens	$0.15 per million tokens
Output Token Cost Cost per million tokens generated by the model	$60.00 per million tokens	$0.60 per million tokens

Benchmarks

Compare relevant benchmarks between GPT-4 and GPT-4o Mini.

	GPT-4	GPT-4o Mini
MMLU Measures model's ability to answer questions across various domains	86.4 (5-shot) Source	82.0 (5-shot) Source
MMMU Evaluates model's performance across diverse tasks and data types	34.9 Source	59.4 Source
HellaSwag Assesses the model's ability to understand everyday scenarios	95.3 (10-shot) Source	Benchmark not available.

GPT-4, developed by OpenAI, features a context window (the maximum amount of text the model can consider at once) of 8192 tokens (individual units of text or subwords). The model costs $30.00 per million tokens for input (text fed into the model) and $60.00 per million tokens for output (text generated by the model). It was made publicly available on March 14th, 2023. It has achieved impressive scores in benchmarks (standardized tests for AI models) like HellaSwag (a test of common sense reasoning) with a score of 95.3 in a 10-shot scenario (a specific testing condition) and MMLU (Massive Multitask Language Understanding, a test of general knowledge) with a score of 86.4 in a 5-shot scenario (a specific testing condition).

GPT-4o Mini, developed by OpenAI, features a context window (the maximum amount of text the model can consider at once) of 128.0K tokens (individual units of text or subwords). The model costs $0.15 per million tokens for input (text fed into the model) and $0.60 per million tokens for output (text generated by the model). It was made publicly available on July 18th, 2024. It has achieved impressive scores in benchmarks (standardized tests for AI models) like MMLU (Massive Multitask Language Understanding, a test of general knowledge) with a score of 82.0 in a 5-shot scenario (a specific testing condition). OpenAI logo

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