What is the difference between Gemini 3.1 Pro Preview and OpenAI o4 Mini High?

Gemini 3.1 Pro Preview is developed by Google AI while OpenAI o4 Mini High is developed by OpenAI. Gemini 3.1 Pro Preview has a 1.0M token context window vs OpenAI o4 Mini High's 200K. You can compare their actual outputs across 53 challenges on Rival to see how they differ in practice.

Which is better, Gemini 3.1 Pro Preview or OpenAI o4 Mini High?

It depends on your use case. Gemini 3.1 Pro Preview and OpenAI o4 Mini High each have strengths in different areas. Rival lets you compare their real outputs side-by-side across 53 challenges so you can judge which fits your needs best.

How much does Gemini 3.1 Pro Preview cost compared to OpenAI o4 Mini High?

Gemini 3.1 Pro Preview costs $2/M input tokens and OpenAI o4 Mini High costs $1.1/M input tokens. OpenAI o4 Mini High is $0.90/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 Gemini 3.1 Pro Preview and OpenAI o4 Mini High on Rival?

This page shows a side-by-side comparison of Gemini 3.1 Pro Preview and OpenAI o4 Mini High across shared challenges. You can vote on which model produced the better output in a blind duel. Browsing and voting are free. No account is needed to look; signing in only saves your votes and likes.

What is the difference between Gemini 3.1 Pro Preview and OpenAI o4 Mini High?

Gemini 3.1 Pro Preview is developed by Google AI while OpenAI o4 Mini High is developed by OpenAI. Gemini 3.1 Pro Preview has a 1.0M token context window vs OpenAI o4 Mini High's 200K. You can compare their actual outputs across 53 challenges on Rival to see how they differ in practice.

Which is better, Gemini 3.1 Pro Preview or OpenAI o4 Mini High?

It depends on your use case. Gemini 3.1 Pro Preview and OpenAI o4 Mini High each have strengths in different areas. Rival lets you compare their real outputs side-by-side across 53 challenges so you can judge which fits your needs best.

How much does Gemini 3.1 Pro Preview cost compared to OpenAI o4 Mini High?

Gemini 3.1 Pro Preview costs $2/M input tokens and OpenAI o4 Mini High costs $1.1/M input tokens. OpenAI o4 Mini High is $0.90/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 Gemini 3.1 Pro Preview and OpenAI o4 Mini High on Rival?

This page shows a side-by-side comparison of Gemini 3.1 Pro Preview and OpenAI o4 Mini High across shared challenges. You can vote on which model produced the better output in a blind duel. Browsing and voting are free. No account is needed to look; signing in only saves your votes and likes.

Gemini 3.1 Pro Preview vs OpenAI o4 Mini High: Which Is Better?

Updated Feb 2026

Our Verdict

Gemini 3.1 Pro Preview

OpenAI o4 Mini HighRunner-up

No community votes yet. On paper, Gemini 3.1 Pro Preview has the edge — bigger model tier, newer, bigger context window.

Slight edge

API pricing

Cost per 1M tokens

Gemini 3.1 Pro Preview

Input

$2.00

Output

$12.00

OpenAI o4 Mini High

Input

$1.10

1.8× cheaper

Output

$4.40

2.7× cheaper

OpenAI o4 Mini High is cheaper on both — 1.8× input, 2.7× output

Writing DNA

Style Comparison

Similarity

51%

Gemini 3.1 Pro Preview uses 487.7x more bold

Gemini 3.1 Pro Preview

OpenAI o4 Mini High

54%Vocabulary70%

18wSentence Length18w

0.29Hedging0.33

4.9Bold0.0

3.3Lists1.3

0.00Emoji0.02

0.72Headings0.00

0.14Transitions0.04

Based on 23 + 14 text responses

Research

What we learned reading every model

Gemini 3.1 Pro Preview and OpenAI o4 Mini High have opinions about your brand too.Ask 10 models what they tell people about you. Verbatim receipts.Run the mirror

FAQ

Common questions

Keep exploring

More comparisons

OpenAI o4 Mini High vs MiniMax M3New provider

OpenAI o4 Mini High vs Thinking Machines: InklingNew provider

OpenAI o4 Mini High vs Gemini 3.6 FlashCross-provider

Updated Feb 2026

Our Verdict

Gemini 3.1 Pro Preview

OpenAI o4 Mini HighRunner-up

No community votes yet. On paper, Gemini 3.1 Pro Preview has the edge — bigger model tier, newer, bigger context window.

Slight edge

API pricing

Cost per 1M tokens

Gemini 3.1 Pro Preview

Input

$2.00

Output

$12.00

OpenAI o4 Mini High

Input

$1.10

1.8× cheaper

Output

$4.40

2.7× cheaper

OpenAI o4 Mini High is cheaper on both — 1.8× input, 2.7× output

Writing DNA

Style Comparison

Similarity

51%

Gemini 3.1 Pro Preview uses 487.7x more bold

Gemini 3.1 Pro Preview

OpenAI o4 Mini High

54%Vocabulary70%

18wSentence Length18w

0.29Hedging0.33

4.9Bold0.0

3.3Lists1.3

0.00Emoji0.02

0.72Headings0.00

0.14Transitions0.04

Based on 23 + 14 text responses

Research

What we learned reading every model

Gemini 3.1 Pro Preview and OpenAI o4 Mini High have opinions about your brand too.Ask 10 models what they tell people about you. Verbatim receipts.Run the mirror

FAQ

Common questions

Keep exploring

More comparisons

OpenAI o4 Mini High vs MiniMax M3New provider

OpenAI o4 Mini High vs Thinking Machines: InklingNew provider

OpenAI o4 Mini High vs Gemini 3.6 FlashCross-provider