Expired50% confidenceTradeoffExact time
The same prompt can produce vastly different results across different models and different parameters (such as temperature), and the industry has yet to establish a recognized standard for evaluating prompt quality.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/16/2026
First Seen
This claim has expired. It is kept for the record and no longer describes the current state.
Valid until: 10/14/2026(expired)
Sources
Related Claims
UnverifiedDifferent hyperparameters such as system prompt, temperature, maximum token count, and number of retries can cause the evaluation results of the same model to differ by more than 10 percentage points.75% similarUnverified不同模型在基准测试上的性能差异往往远小于同一模型在不同任务类型、不同输入格式下的行为差异71% similarPartially VerifiedResearch shows that the output quality of the same model can vary by several times under different prompts.71% similarUnverified早期研究发现同一问题用不同表述方式提问，模型性能差异可高达数十个百分点70% similar
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