# Locally depoloyed model gives different result from the hosted one

**URL:** <https://discuss.roboflow.com/t/locally-depoloyed-model-gives-different-result-from-the-hosted-one/3616>\
**Category:** 🤝  Community Help\
**Created:** [November 3, 2023, 8:37am UTC](https://discuss.roboflow.com/t/locally-depoloyed-model-gives-different-result-from-the-hosted-one/3616 "2023-11-03T08:37:12Z")\
**Posts on this page:** 1\
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**Author:** ![camerayuhang](https://yyz1.discourse-cdn.com/flex029/user_avatar/discuss.roboflow.com/camerayuhang/32/3283_2.png) [@camerayuhang](https://discuss.roboflow.com/u/camerayuhang)\
**Post date:** [November 15, 2023, 7:26am UTC](https://discuss.roboflow.com/t/locally-depoloyed-model-gives-different-result-from-the-hosted-one/3616/2 "2023-11-15T07:26:05Z")

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I’m facing the same issue where predictions from my model deployed on Roboflow are noticeably different from predictions made locally on the same image. I’ve set the same parameters for IOU and confidence in both cases. Any ideas on why this might be happening?

 ![Screenshot 2023-11-15 at 15.23.08](https://canada1.discourse-cdn.com/flex029/uploads/roboflow1/original/2X/c/c06f82e28f76a3029e0a0cbc276fc557cd1513f8.jpeg)

The model deployed on Roboflow predicts 17 fish, while the local model predicts 21 fish on the same image. Moreover, the larger the number of targets in the image, the greater the discrepancy between the two predictions. Any insights into why this difference is occurring?

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