Yep!
The API is pay-for-use.
…But it also looks like they’ve changed the UI a smidge. 
From the Developer interface, click the cog icon in the top right and go to billing.
Then, make a new project or use the default one. Here you can set spend limits and what not.
Make a project-specific api key. You should be good to go for testing in the Playground.