Model Comparison

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

DeepSeek

DeepSeek-V2.5

DeepSeek

DeepSeek-V2.5 is a language model developed by DeepSeek. It achieves strong performance with an average score of 71.1% across 15 benchmarks. It excels particularly in GSM8k (95.1%), MT-Bench (90.2%), HumanEval (89.0%). The model is available through 3 API providers. 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.

DeepSeek

DeepSeek-V2.5

DeepSeek

2024-05-08

Amazon

Nova Lite

Amazon

2024-11-20

6 months newer

Pricing Comparison

Cost per million tokens (USD)

DeepSeek

DeepSeek-V2.5

Input:$0.14
Output:$0.28
Amazon

Nova Lite

$0.12 cheaper
Input:$0.06
Output:$0.24

Performance Metrics

Context window and performance specifications

DeepSeek

DeepSeek-V2.5

Max Context:16.4K
Parameters:236.0B
Amazon

Nova Lite

Larger context
Max Context:302.0K

Average performance across 5 common benchmarks

DeepSeek

DeepSeek-V2.5

+1.5%
Average Score:84.7%
Amazon

Nova Lite

Average Score:83.2%

Performance comparison across key benchmark categories

DeepSeek

DeepSeek-V2.5

code
66.1%
math
+1.0%
84.9%
general
+3.5%
68.4%
Amazon

Nova Lite

code
+21.5%
87.5%
math
83.9%
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-V2.5

3 providers

Hyperbolic

Throughput: 100 tok/s
Latency: 0.5ms

DeepInfra

Throughput: 63 tok/s
Latency: 0.5ms

DeepSeek

Throughput: 100 tok/s
Latency: 0.5ms
Amazon

Nova Lite

1 providers

Bedrock

Throughput: 100 tok/s
Latency: 0.5ms
DeepSeek

DeepSeek-V2.5

+1.5%
Avg Score:84.7%
Providers:3
Amazon

Nova Lite

Avg Score:83.2%
Providers:1