---
title: "How reproducible are answers from DeepSeek across repeated runs?"  
description: "How reproducible are answers from DeepSeek across repeated runs?"  
author: "Mariana Medina"  
published: 2026-10-21  
updated: 2026-10-21  
canonical: https://www.mindstick.com/forum/162629/how-reproducible-are-answers-from-deepseek-across-repeated-runs  
category: "AI Model Evaluation"  
tags: ["DeepSeek", "AI evaluation", "Prompt testing"]  
reading_time: 1 minute  

---

# How reproducible are answers from DeepSeek across repeated runs?

I’m comparing DeepSeek answers for a set of technical questions and notice that small wording changes can lead to noticeably different responses. For a repeatable evaluation, how much variation should I expect when I submit the [same prompt](https://answers.mindstick.com/qa/117608/why-do-ai-models-give-different-answers-to-the-same-factual-prompt) several times?

Have you found settings or testing practices that make comparisons fair without hiding the variation an ordinary user might see?


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Original Source: https://www.mindstick.com/forum/162629/how-reproducible-are-answers-from-deepseek-across-repeated-runs

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