What is the difference between Gemma 3 12B and GPT-4.1?

Gemma 3 12B is developed by Google AI while GPT-4.1 is developed by OpenAI. in 4 community votes on Rival, GPT-4.1 wins 100% of head-to-head matchups. These results are based on blind head-to-head voting across 54 challenges.

Which is better, Gemma 3 12B or GPT-4.1?

Based on 4 community votes on Rival, GPT-4.1 wins 100% of head-to-head matchups against Gemma 3 12B. GPT-4.1 is strongest in Reasoning.

How much does Gemma 3 12B cost compared to GPT-4.1?

Gemma 3 12B costs $0.03/M input tokens and GPT-4.1 costs $2/M input tokens. Gemma 3 12B is $1.97/M cheaper per input. The more expensive model wins 100% of duels, so the premium may be justified by quality.

How are Gemma 3 12B vs GPT-4.1 votes collected on Rival?

Rival presents both models' outputs side-by-side in blind duels. Voters see the responses but don't know which model produced each one, eliminating brand bias. 4 votes have been collected for this pair across 54 challenges. All vote data is part of Rival's open dataset.

What is the difference between Gemma 3 12B and GPT-4.1?

Gemma 3 12B is developed by Google AI while GPT-4.1 is developed by OpenAI. in 4 community votes on Rival, GPT-4.1 wins 100% of head-to-head matchups. These results are based on blind head-to-head voting across 54 challenges.

Which is better, Gemma 3 12B or GPT-4.1?

Based on 4 community votes on Rival, GPT-4.1 wins 100% of head-to-head matchups against Gemma 3 12B. GPT-4.1 is strongest in Reasoning.

How much does Gemma 3 12B cost compared to GPT-4.1?

Gemma 3 12B costs $0.03/M input tokens and GPT-4.1 costs $2/M input tokens. Gemma 3 12B is $1.97/M cheaper per input. The more expensive model wins 100% of duels, so the premium may be justified by quality.

How are Gemma 3 12B vs GPT-4.1 votes collected on Rival?

Rival presents both models' outputs side-by-side in blind duels. Voters see the responses but don't know which model produced each one, eliminating brand bias. 4 votes have been collected for this pair across 54 challenges. All vote data is part of Rival's open dataset.

Gemma 3 12B vs GPT-4.1: Which Is Better?

Updated Apr 2025

Our Verdict

GPT-4.1Winner

Gemma 3 12BRunner-up

Pick GPT-4.1. In 4 blind votes, GPT-4.1 wins 100% of the time. That's not luck.

GPT-4.1 particularly excels in Reasoning. Gemma 3 12B is 267x cheaper per token — worth considering if cost matters.

Clear winner

API pricing

Cost per 1M tokens

Gemma 3 12B

Input

$0.03

67× cheaper

Output

$0.03

267× cheaper

GPT-4.1

Input

$2.00

Output

$8.00

Gemma 3 12B is cheaper on both — 67× input, 267× output

Writing DNA

Style Comparison

Similarity

41%

GPT-4.1 uses 23.7x more emoji

Gemma 3 12B

GPT-4.1

52%Vocabulary58%

17wSentence Length19w

0.66Hedging0.38

6.2Bold9.0

5.4Lists6.1

0.00Emoji0.24

0.06Headings1.01

0.23Transitions0.07

Based on 23 + 25 text responses

Research

What we learned reading every model

Gemma 3 12B and GPT-4.1 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

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Updated Apr 2025

Our Verdict

GPT-4.1Winner

Gemma 3 12BRunner-up

Pick GPT-4.1. In 4 blind votes, GPT-4.1 wins 100% of the time. That's not luck.

GPT-4.1 particularly excels in Reasoning. Gemma 3 12B is 267x cheaper per token — worth considering if cost matters.

Clear winner

API pricing

Cost per 1M tokens

Gemma 3 12B

Input

$0.03

67× cheaper

Output

$0.03

267× cheaper

GPT-4.1

Input

$2.00

Output

$8.00

Gemma 3 12B is cheaper on both — 67× input, 267× output

Writing DNA

Style Comparison

Similarity

41%

GPT-4.1 uses 23.7x more emoji

Gemma 3 12B

GPT-4.1

52%Vocabulary58%

17wSentence Length19w

0.66Hedging0.38

6.2Bold9.0

5.4Lists6.1

0.00Emoji0.24

0.06Headings1.01

0.23Transitions0.07

Based on 23 + 25 text responses

Research

What we learned reading every model

Gemma 3 12B and GPT-4.1 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

Gemma 3 12B vs MiniMax M3New provider

Gemma 3 12B vs Grok 3New provider

Gemma 3 12B vs Llama 4 MaverickNew provider