Model Comparison

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

DeepSeek

DeepSeek-R1

DeepSeek

DeepSeek-R1 is a language model developed by DeepSeek. It achieves strong performance with an average score of 74.1% across 20 benchmarks. It excels particularly in MATH-500 (97.3%), MMLU-Redux (92.9%), CLUEWSC (92.8%). It supports a 262K token context window for handling large documents. The model is available through 4 API providers. Released in 2025, it represents DeepSeek's latest advancement in AI technology.

Amazon

Nova Pro

Amazon

Nova Pro is a multimodal language model developed by Amazon. It achieves strong performance with an average score of 73.2% across 27 benchmarks. It excels particularly in ARC-C (94.8%), GSM8k (94.8%), DocVQA (93.5%). It supports a 600K 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 Pro

Amazon

2024-11-20

DeepSeek

DeepSeek-R1

DeepSeek

2025-01-20

2 months newer

Pricing Comparison

Cost per million tokens (USD)

DeepSeek

DeepSeek-R1

$1.26 cheaper
Input:$0.55
Output:$2.19
Amazon

Nova Pro

Input:$0.80
Output:$3.20

Performance Metrics

Context window and performance specifications

DeepSeek

DeepSeek-R1

Max Context:262.1K
Parameters:671.0B
Amazon

Nova Pro

Larger context
Max Context:600.0K

Average performance across 4 common benchmarks

DeepSeek

DeepSeek-R1

+6.9%
Average Score:84.4%
Amazon

Nova Pro

Average Score:77.6%

Performance comparison across key benchmark categories

DeepSeek

DeepSeek-R1

math
+11.6%
97.3%
reasoning
1.3%
code
82.1%
general
+7.9%
75.3%
Amazon

Nova Pro

math
85.7%
reasoning
+93.5%
94.8%
code
+8.4%
90.5%
general
67.4%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores

Provider Availability & Performance

Available providers and their performance metrics

DeepSeek

DeepSeek-R1

4 providers

Together

Throughput: 4 tok/s
Latency: 0.6ms

DeepInfra

Throughput: 0.9 tok/s
Latency: 0.3ms

Fireworks

Throughput: 2.1 tok/s
Latency: 0.3ms

DeepSeek

Throughput: 9 tok/s
Latency: 0.3ms
Amazon

Nova Pro

1 providers

Bedrock

Throughput: 100 tok/s
Latency: 0.5ms
DeepSeek

DeepSeek-R1

+6.9%
Avg Score:84.4%
Providers:4
Amazon

Nova Pro

Avg Score:77.6%
Providers:1