Model Comparison

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

DeepSeek

DeepSeek VL2 Small

DeepSeek

DeepSeek VL2 Small is a multimodal language model developed by DeepSeek. It achieves strong performance with an average score of 69.6% across 14 benchmarks. It excels particularly in DocVQA (92.3%), ChartQA (84.5%), OCRBench (83.4%). 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.

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

DeepSeek

DeepSeek VL2 Small

DeepSeek

2024-12-13

23 days newer

Performance Metrics

Context window and performance specifications

DeepSeek

DeepSeek VL2 Small

Max Context:-
Parameters:16.0B
Amazon

Nova Lite

Larger context
Max Context:302.0K

Average performance across 4 common benchmarks

DeepSeek

DeepSeek VL2 Small

Average Score:77.1%
Amazon

Nova Lite

+1.8%
Average Score:78.9%

Performance comparison across key benchmark categories

DeepSeek

DeepSeek VL2 Small

math
60.7%
vision
74.9%
general
+4.0%
68.9%
Amazon

Nova Lite

math
+23.2%
83.9%
vision
+1.8%
76.6%
general
64.9%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores

Provider Availability & Performance

Available providers and their performance metrics

DeepSeek

DeepSeek VL2 Small

0 providers
Amazon

Nova Lite

1 providers

Bedrock

Throughput: 100 tok/s
Latency: 0.5ms
DeepSeek

DeepSeek VL2 Small

Avg Score:77.1%
Providers:0
Amazon

Nova Lite

+1.8%
Avg Score:78.9%
Providers:1