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Gemma 3 12B vs o1-preview
Comprehensive side-by-side LLM comparison
Gemma 3 12B leads with 35.7% higher average benchmark score. Gemma 3 12B offers 101.4K more tokens in context window than o1-preview. Gemma 3 12B is $74.85 cheaper per million tokens. Gemma 3 12B supports multimodal inputs. Overall, Gemma 3 12B is the stronger choice for coding tasks.
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Gemma 3 12B is a multimodal language model developed by Google. It achieves strong performance with an average score of 62.5% across 26 benchmarks. It excels particularly in GSM8k (94.4%), IFEval (88.9%), DocVQA (87.1%). It supports a 262K token context window for handling large documents. The model is available through 1 API provider. As a multimodal model, it can process and understand text, images, and other input formats seamlessly. It's licensed for commercial use, making it suitable for enterprise applications. Released in 2025, it represents Google's latest advancement in AI technology.
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OpenAI
o1-preview is a language model developed by OpenAI. It achieves strong performance with an average score of 64.8% across 8 benchmarks. It excels particularly in MGSM (90.8%), MMLU (90.8%), MATH (85.5%). It supports a 161K token context window for handling large documents. The model is available through 2 API providers. Released in 2024, it represents OpenAI's latest advancement in AI technology.
6 months newer
o1-preview
OpenAI
2024-09-12
Gemma 3 12B
2025-03-12
Pricing Comparison
Cost per million tokens (USD)
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Gemma 3 12B
Input:$0.05
Output:$0.10($74.85 cheaper)
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o1-preview
Input:$15.00
Output:$60.00
Performance Metrics
Context window and performance specifications
Average performance across 31 common benchmarks
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Gemma 3 12B
Average Score:52.4%(+35.7%)
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o1-preview
Average Score:16.7%
Provider Availability & Performance
Available providers and their performance metrics
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Gemma 3 12B
1 providers
DeepInfra
Throughput: 33 tok/s
Latency: 0.2ms
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o1-preview
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Gemma 3 12B
Avg Score:52.4%(+35.7%)
Providers:1
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o1-preview
Avg Score:16.7%
Providers:2