Hi Kerry,
Are you running ctmmweb locally so that the ctmm versions are the same? If so, they should be calling the same functions under the hood and should be giving the same results.
If your likelihood is multimodal, which usually only happens with data quality issues, then you can get different local modes on different runs, but you can check the log-likelihood to see which is the better solution.
Best,
Chris