Model Comparison

Comprehensive side-by-side analysis of model capabilities and performance

Google

Gemma 3 12B

Google

Gemma 3 12B is a multimodal language model developed by Google. It achieves strong performance with an average score of 63.8% 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.

Amazon

Nova Lite

Amazon

Nova Lite is a multimodal language model developed by Amazon. It achieves strong performance with an average score of 70.7% across 27 benchmarks. It excels particularly in GSM8k (94.5%), ARC-C (92.4%), DocVQA (92.4%). It supports a 302K 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. Released in 2024, it represents Amazon's latest advancement in AI technology.

Amazon

Nova Lite

Amazon

2024-11-20

Google

Gemma 3 12B

Google

2025-03-12

3 months newer

Pricing Comparison

Cost per million tokens (USD)

Google

Gemma 3 12B

$0.15 cheaper
Input:$0.05
Output:$0.10
Amazon

Nova Lite

Input:$0.06
Output:$0.24

Performance Metrics

Context window and performance specifications

Google

Gemma 3 12B

Max Context:262.1K
Parameters:12.0B
Amazon

Nova Lite

Larger context
Max Context:302.0K

Average performance across 8 common benchmarks

Google

Gemma 3 12B

Average Score:78.0%
Amazon

Nova Lite

+2.5%
Average Score:80.5%

Performance comparison across key benchmark categories

Google

Gemma 3 12B

code
70.5%
math
73.9%
vision
70.2%
general
53.2%
Amazon

Nova Lite

code
+17.0%
87.5%
math
+10.0%
83.9%
vision
+6.4%
76.6%
general
+11.7%
64.9%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores

Provider Availability & Performance

Available providers and their performance metrics

Google

Gemma 3 12B

1 providers

DeepInfra

Throughput: 33 tok/s
Latency: 0.2ms
Amazon

Nova Lite

1 providers

Bedrock

Throughput: 100 tok/s
Latency: 0.5ms
Google

Gemma 3 12B

Avg Score:78.0%
Providers:1
Amazon

Nova Lite

+2.5%
Avg Score:80.5%
Providers:1