There are proper tradeoffs in the year for Chengdu
That cluster, May, April and October, gives you the cleanest broad-case version of the trip. August, July and February are where the annual downside shows itself most clearly.
Compare nearby choices.
Stay in China, but see whether another destination fits your timing better.
The calendar is a travel tool.Use it.