No, naming your thumbnail file doesn’t matter for YouTube SEO. If it does, it’s no more than 5% important.
In the past, it might have played a minor role, but YouTube’s ranking algorithm focuses on other factors for SEO now.
Other tags are much more important — see this Google article for more guidance.
Related: TOP YouTube SEO Tools.
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