This is a flawed comparison. GraphQL is probably a superior query language. The more salient question is how the complexity of back-end API endpoint implementation differs.

The answer is that it varies widely between ecosystems (i.e. you are going to have a totally different experience developing a GraphQL endpoint in PostGraphile, Graphene, and Apollo)...and the paper doesn't mention which back-end technology was used.