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You can also try installing the LargeFile plugin. It checks the file size before opening it and automatically turns syntax highlighting off, along with some other specific options.
To the best of my knowledge, Vim's problems with large files are usually about long lines. If your JSON file is all on one line, that's going to be a much, much bigger problem than if it's formatted on many lines. Try formatting the JSON with jq . beforehand: jq. See if there's a difference.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a more popular project.