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  5. Claude Sonnet 4vsGemma 3 12B
Updated May 2025

Claude Sonnet 4vsGemma 3 12B

Gemma 3 12B is cheaper than Claude Sonnet 4 at $0.03/M vs $3/M input tokens.

Claude Sonnet 4 and Gemma 3 12B compared across 54 shared prompts
SpecClaude Sonnet 4Gemma 3 12B
Input price$3/M tokens$0.03/M tokens
Output price$15/M tokens$0.03/M tokens
Context window200K tokens—
WeightsClosedOpen
Free API (OpenRouter)NoNo
ReleasedMay 2025Mar 2025
Our Verdict
Claude Sonnet 4
Claude Sonnet 4
Gemma 3 12B
Gemma 3 12B

Not enough votes to call it. On the specs, nothing separates them.

Gemma 3 12B costs 500x less per token.

Too close to call
API pricing

Cost per 1M tokens

Claude Sonnet 4
Input
$3.00
Output
$15.00
Gemma 3 12B
Input
$0.03
100× cheaper
Output
$0.03
500× cheaper

Gemma 3 12B is cheaper on both: 100× input, 500× output.

Where to run it

3 hosts

Claude Sonnet 42 hosts
HostInOutContextUptime
Amazon Bedrock$3.00 in·$15.00 out·200k·100% upGoogle Vertex AI$3.00 in·$15.00 out·1M—
Gemma 3 12B1 host
HostInOutContextUptime
DDeepInfrabf16$0.05 in·$0.15 out·131k·100% up

Per million tokens. Prices and uptime via OpenRouter, checked 8 Sep 2026.

Writing DNA

Style Comparison

Similarity
53%

Claude Sonnet 4 uses 28.3x more headings

Claude Sonnet 4
Gemma 3 12B
64%Vocabulary54%
81wSentence Length17w
0.56Hedging0.59
4.5Bold5.6
6.6Lists4.8
0.70Emoji0.76
1.59Headings0.06
0.20Transitions0.19
Based on 28 + 29 text responses
Research

What we learned reading every model

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