Perplexity Deep Research and DeepSeek for real workflows
Perplexity Deep Research is provided by Perplexity AI and emphasizes web search and cited sources. DeepSeek, from DeepSeek, emphasizes open source and strong reasoning. The stronger option depends on the input, output constraints, and review standard.
How to test Perplexity Deep Research vs DeepSeek
Run the same prompt, source context, output format, and acceptance criteria through both models. Score accuracy, instruction following, edit time, latency, and current cost separately. Repeat the test on several representative tasks before standardizing on either model.