Model Comparison

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

DeepSeek

DeepSeek VL2

DeepSeek

DeepSeek VL2 is a multimodal language model developed by DeepSeek. It achieves strong performance with an average score of 70.9% across 14 benchmarks. It excels particularly in DocVQA (93.3%), ChartQA (86.0%), TextVQA (84.2%). The model shows particular specialization in vision tasks with an average performance of 76.7%. It supports a 259K 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 DeepSeek's latest advancement in AI technology.

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.

DeepSeek

DeepSeek VL2

DeepSeek

2024-12-13

Google

Gemma 3 12B

Google

2025-03-12

2 months newer

Pricing Comparison

Cost per million tokens (USD)

DeepSeek

DeepSeek VL2

Input:$9.50
Output:$4800.00
Google

Gemma 3 12B

$4809.35 cheaper
Input:$0.05
Output:$0.10

Performance Metrics

Context window and performance specifications

DeepSeek

DeepSeek VL2

Max Context:258.6K
Parameters:27.0B
Google

Gemma 3 12B

Larger context
Max Context:262.1K
Parameters:12.0B

Average performance across 5 common benchmarks

DeepSeek

DeepSeek VL2

+8.7%
Average Score:84.6%
Google

Gemma 3 12B

Average Score:75.9%

Performance comparison across key benchmark categories

DeepSeek

DeepSeek VL2

vision
+6.5%
76.7%
math
62.8%
general
+16.7%
69.9%
Google

Gemma 3 12B

vision
70.2%
math
+11.1%
73.9%
general
53.2%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores

Provider Availability & Performance

Available providers and their performance metrics

DeepSeek

DeepSeek VL2

1 providers

Replicate

Throughput: 22 tok/s
Latency: 0.5ms
Google

Gemma 3 12B

1 providers

DeepInfra

Throughput: 33 tok/s
Latency: 0.2ms
DeepSeek

DeepSeek VL2

+8.7%
Avg Score:84.6%
Providers:1
Google

Gemma 3 12B

Avg Score:75.9%
Providers:1