Getting deployment limit error even though I am under the limit in IBM Watson Machine Learning

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I get the "You have reached the deployment limit for your Watson Machine Learning plan..." error message even though I only have 2 models deployed at present. I had as many as 4 deployed previously (deleted them all last week after retraining the models), and should be allowed 5 with my account type.

Are old deployments being saved somehow and counting towards my limit?

Any insights would be greatly appreciated!

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You might try checking your other projects. If you have 2 models deployed in Project A and another 3 models deployed in Project B, it will be considered 5 deployed models. You can check the number of deployments by opening each project and clicking on the Deployments tab.