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.

Alibaba

QwQ-32B

Alibaba

QwQ-32B is a language model developed by Alibaba. It achieves strong performance with an average score of 74.6% across 7 benchmarks. It excels particularly in MATH-500 (90.6%), IFEval (83.9%), AIME 2024 (79.5%). It's licensed for commercial use, making it suitable for enterprise applications. Released in 2025, it represents Alibaba's latest advancement in AI technology.

Alibaba

QwQ-32B

Alibaba

2025-03-05

Google

Gemma 3 12B

Google

2025-03-12

7 days newer

Performance Metrics

Context window and performance specifications

Google

Gemma 3 12B

Larger context
Max Context:262.1K
Parameters:12.0B
Alibaba

QwQ-32B

Max Context:-
Parameters:32.5B

Average performance across 3 common benchmarks

Google

Gemma 3 12B

Average Score:51.5%
Alibaba

QwQ-32B

+19.4%
Average Score:70.8%

Performance comparison across key benchmark categories

Google

Gemma 3 12B

math
73.9%
code
70.5%
general
53.2%
Alibaba

QwQ-32B

math
+16.7%
90.6%
code
+3.1%
73.6%
general
+17.2%
70.4%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores
Knowledge Cutoff
Training data recency comparison

QwQ-32B

2024-11-28

More recent knowledge cutoff means awareness of newer technologies and frameworks

Provider Availability & Performance

Available providers and their performance metrics

Google

Gemma 3 12B

1 providers

DeepInfra

Throughput: 33 tok/s
Latency: 0.2ms
Alibaba

QwQ-32B

0 providers
Google

Gemma 3 12B

Avg Score:51.5%
Providers:1
Alibaba

QwQ-32B

+19.4%
Avg Score:70.8%
Providers:0