DeepSeek R1 0528 vs Nova Pro
Side-by-side benchmark comparison across coding, math, reasoning, speed, and pricing.
DeepSeek R1 0528 by DeepSeek wins on 11 of 14 benchmarks against Nova Pro by Amazon, which leads on 3. This head-to-head comparison covers coding, math, reasoning, speed, and pricing metrics from the AI Value Index.
Category-by-Category Breakdown
General Intelligence: In general intelligence, DeepSeek R1 0528 scores 1375 on Chatbot Arena ELO compared to Nova Pro's 1180, while DeepSeek R1 0528 scores 84.0% on MMLU-Pro compared to Nova Pro's 55.0%.
Coding: In coding, DeepSeek R1 0528 scores 88.0% on HumanEval+ compared to Nova Pro's 68.0%, while DeepSeek R1 0528 scores 55.0% on SWE-bench Verified compared to Nova Pro's 18.0%, while DeepSeek R1 0528 scores 58.0% on LiveCodeBench compared to Nova Pro's 22.0%.
Math: In math, DeepSeek R1 0528 scores 96.0% on MATH compared to Nova Pro's 52.0%, while DeepSeek R1 0528 scores 97.5% on GSM8K compared to Nova Pro's 78.0%.
Reasoning: In reasoning, DeepSeek R1 0528 scores 81.0% on GPQA Diamond compared to Nova Pro's 30.0%, while DeepSeek R1 0528 scores 15.0% on ARC-AGI compared to Nova Pro's 5.0%.
Context: In context, Nova Pro scores 300K on Context Length compared to DeepSeek R1 0528's 131K.
Pricing Comparison
DeepSeek R1 0528 costs $0.55/1M input tokens and $2.2/1M output tokens, while Nova Pro costs $0.80/1M input and $3.2/1M output. DeepSeek R1 0528 is the more affordable option for API usage.
Speed Comparison
DeepSeek R1 0528 generates output at 40 tok/s compared to Nova Pro's 100 tok/s, and the time to first token is 900 ms for DeepSeek R1 0528 versus 250 ms for Nova Pro. Nova Pro delivers faster throughput.
Verdict
For developers prioritizing coding and general intelligence and math and affordability, DeepSeek R1 0528 has the edge. For those who value speed, Nova Pro is the stronger choice.
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DeepSeek R1 0528 vs Nova Pro — FAQ
Which is better, DeepSeek R1 0528 or Nova Pro?
DeepSeek R1 0528 wins on more benchmarks overall (11 vs 3). However, the best choice depends on your specific needs — each model excels in different areas.
How does DeepSeek R1 0528 compare to Nova Pro for coding?
DeepSeek R1 0528 is better for coding, scoring 55.0% on SWE-bench Verified compared to 18.0%. SWE-bench tests real-world software engineering by resolving actual GitHub issues.
Is DeepSeek R1 0528 cheaper than Nova Pro?
Yes, DeepSeek R1 0528 is cheaper. DeepSeek R1 0528 costs $0.55/1M input and $2.2/1M output tokens. Nova Pro costs $0.80/1M input and $3.2/1M output tokens.
Which is faster, DeepSeek R1 0528 or Nova Pro?
Nova Pro is faster, generating output at 100 tok/s compared to 40 tok/s. Faster output speed means shorter wait times for API responses.
What benchmarks does the DeepSeek R1 0528 vs Nova Pro comparison cover?
This comparison covers 14 benchmarks including Chatbot Arena ELO, MMLU-Pro, HumanEval+, MATH, SWE-bench Verified, GPQA Diamond, Output Speed, Time to First Token, and more. Metrics span general intelligence, coding, math, reasoning, speed, and cost categories.