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First of all, I suggest enabled S3 Storage Lens. The default parameters are free and take 24 hours for the data to show up. This can be used to determine what is causing the size in the bucket.
In addition to versioning, the other factor that S3 Storage Lens can show you is if you have any lingering Multi-Part Uploads (MPU). These are remnants of objects that may be left only partially uploaded and take up storage space. I recommend creating a Lifecycle Policy on your buckets that will remove MPUs after some reasonable amount of time (1-2 weeks).
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You should also open a support ticket with AWS and ask for a refund of the costs for the multipart uploads that you paid for. Be prepared to tell them which buckets and how far back for them to go.
answered 6 months ago
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