What is the difference between Claude Sonnet 3.6 (2022-10-22) and GPT-5.4 Mini?

Claude Sonnet 3.6 (2022-10-22) is developed by Anthropic while GPT-5.4 Mini is developed by OpenAI. Claude Sonnet 3.6 (2022-10-22) has a 200K token context window vs GPT-5.4 Mini's 400K. You can compare their actual outputs across 42 challenges on Rival to see how they differ in practice.

Which is better, Claude Sonnet 3.6 (2022-10-22) or GPT-5.4 Mini?

It depends on your use case. Claude Sonnet 3.6 (2022-10-22) and GPT-5.4 Mini each have strengths in different areas. Rival lets you compare their real outputs side-by-side across 42 challenges so you can judge which fits your needs best.

How much does Claude Sonnet 3.6 (2022-10-22) cost compared to GPT-5.4 Mini?

Claude Sonnet 3.6 (2022-10-22) costs $3/M input tokens and GPT-5.4 Mini costs $0.75/M input tokens. GPT-5.4 Mini is $2.25/M cheaper per input. Check their side-by-side outputs on Rival to see if the price difference is justified by quality.

How can I compare Claude Sonnet 3.6 (2022-10-22) and GPT-5.4 Mini on Rival?

This page shows a side-by-side comparison of Claude Sonnet 3.6 (2022-10-22) and GPT-5.4 Mini across shared challenges. You can vote on which model produced the better output, and Pro users can create custom challenges to test both models with their own prompts.

Rival

Updated Mar 17, 2026

Claude Sonnet 3.6 (2022-10-22)vsGPT-5.4 Mini

37 fights queued

Why Claude Sonnet 3.6 (2022-10-22)?

Dead even. This one's a coin flip.

Why GPT-5.4 Mini?

3.4x cheaper overall$0.75/M in · $4.50/M out

2x more context400K

22 months newerMar 2026

Claude Sonnet 3.6 (2022-10-22)GPT-5.4 Mini

Input price

$3.00/M

$0.75/M

Output price

$15.00/M

$4.50/M

Context

200K

400K

Released

Jun 2024

Mar 2026

Favorites

Claude Sonnet 3.6 (2022-10-22)GPT-5.4 Mini

Movie

The Princess Bride

19877.7

The Godfather

19728.7

Album

Kind of Blue

Miles Davis

Kid A

Radiohead

Book

Братья Карамазовы

Фёдор Михайлович Достоевский

Pride and Prejudice

Jane Austen

City

Tokyo

Japan

Kyoto

Japan

Game

Portal

Action, Puzzle4.5

The Legend of Zelda: Breath of the Wild

Adventure, Action4.5

6 / 37

Estimate Complexityreasoning

Tests an AI's ability to make educated estimates based on technical knowledge

Claude Sonnet 3.6 (2022-10-22)

Anthropic · Jun 2024text

Nothing here. The model returned empty. We stared at it for a while.

Try this prompt

GPT-5.4 Mini

Openai · Mar 2026text

Nothing here. The model returned empty. We stared at it for a while.

Try this prompt

Vote

2 / 37

AI Board Game Logicreasoning

Tests an AI's ability to understand game rules and strategy

Claude Sonnet 3.6 (2022-10-22)

Anthropic · Jun 2024svg

Nothing here. The model returned empty. We stared at it for a while.

Try this prompt

GPT-5.4 Mini

Openai · Mar 2026svg

Nothing here. The model returned empty. We stared at it for a while.

Try this prompt

Vote

3 / 37

Logic Puzzlereasoning

Tests an AI's ability to solve a simple but potentially confusing logic puzzle

Claude Sonnet 3.6 (2022-10-22)

Anthropic · Jun 2024text

Nothing here. The model returned empty. We stared at it for a while.

Try this prompt

GPT-5.4 Mini

Openai · Mar 2026text

Nothing here. The model returned empty. We stared at it for a while.

Try this prompt

Vote

4 / 37

Stochastic Consistency Testanalysis

Tests an AI's randomness and creativity

Claude Sonnet 3.6 (2022-10-22)

Anthropic · Jun 2024text

Nothing here. The model returned empty. We stared at it for a while.

Try this prompt

GPT-5.4 Mini

Openai · Mar 2026text

Here are 5 jokes:

I told my computer I needed a break, and now it won’t stop sending me KitKat ads.
Why don’t scientists trust atoms? Because they make up everything.
I used to play piano by ear, but now I use my hands.
Why did the scarecrow win an award? Because he was outstanding in his field.
I’m reading a book on anti-gravity. It’s impossible to put down.

How many are unique? 5 — all five are different.

Try this prompt

Vote

5 / 37

SVG Layout Challengeimage generation

Tests an AI's ability to generate vector graphics

Claude Sonnet 3.6 (2022-10-22)

Anthropic · Jun 2024svg

Nothing here. The model returned empty. We stared at it for a while.

Try this prompt

GPT-5.4 Mini

Openai · Mar 2026svg

Nothing here. The model returned empty. We stared at it for a while.

Try this prompt

Vote

6 / 37

Xbox Controller SVG Artimage generation

Tests an AI's ability to create detailed SVG illustrations of gaming hardware

Claude Sonnet 3.6 (2022-10-22)

Anthropic · Jun 2024svg

Nothing here. The model returned empty. We stared at it for a while.

Try this prompt

GPT-5.4 Mini

Openai · Mar 2026svg

Nothing here. The model returned empty. We stared at it for a while.

Try this prompt

Vote

This matchup has more rounds

31+ more head-to-head results. Free. Not a trick.

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Find Your Model

Static demos are useful. Your prompt matters more.

Run this matchup on your actual task. 30 seconds. No card.

Can you tell Claude from GPT?

Run your prompt blind. Judge outputs, not logos.

Take the blind test

Our Verdict

Claude Sonnet 3.6 (2022-10-22)

GPT-5.4 Mini

No community votes yet. On paper, these are closely matched - try both with your actual task to see which fits your workflow.

GPT-5.4 Mini is 3.3x cheaper per token — worth considering if cost matters.

Too close to call

These are our prompts. Yours will tell you more.

Run Claude Sonnet 3.6 (2022-10-22) vs GPT-5.4 Mini on your actual task. 5 free credits. No card.

Test with your prompt

FAQ

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Claude Sonnet 3.6 (2022-10-22) vs GPT-5.4 Mini

Which is better, Claude Sonnet 3.6 (2022-10-22) or GPT-5.4 Mini?