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.

OpenAI

GPT-4o

OpenAI

GPT-4o is a multimodal language model developed by OpenAI. It achieves strong performance with an average score of 77.4% across 8 benchmarks. It excels particularly in MGSM (90.5%), HumanEval (90.2%), MMLU (88.7%). It supports a 132K token context window for handling large documents. The model is available through 2 API providers. As a multimodal model, it can process and understand text, images, and other input formats seamlessly. Released in 2024, it represents OpenAI's latest advancement in AI technology.

OpenAI

GPT-4o

OpenAI

2024-05-13

Google

Gemma 3 12B

Google

2025-03-12

10 months newer

Pricing Comparison

Cost per million tokens (USD)

Google

Gemma 3 12B

$12.35 cheaper
Input:$0.05
Output:$0.10
OpenAI

GPT-4o

Input:$2.50
Output:$10.00

Performance Metrics

Context window and performance specifications

Google

Gemma 3 12B

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

GPT-4o

Max Context:132.1K

Average performance across 4 common benchmarks

Google

Gemma 3 12B

Average Score:67.7%
OpenAI

GPT-4o

+5.6%
Average Score:73.3%

Performance comparison across key benchmark categories

Google

Gemma 3 12B

code
70.5%
math
73.9%
general
53.2%
OpenAI

GPT-4o

code
+19.7%
90.2%
math
+3.1%
77.0%
general
+21.4%
74.6%
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
OpenAI

GPT-4o

2 providers

Azure

Throughput: 92 tok/s
Latency: 0.54ms

OpenAI

Throughput: 100 tok/s
Latency: 0.5ms
Google

Gemma 3 12B

Avg Score:67.7%
Providers:1
OpenAI

GPT-4o

+5.6%
Avg Score:73.3%
Providers:2