Every time I'm creating a new animation that has below .1 second delay I need to preview it on the browser, since Photoshop doesn't show the animation at the proper speed, it shows the animation slower.
Unfortunately, no. Playback speed is dependent on where the gif is being viewed. Different computers/browsers render the speed differently. So, the only accurate way to preview the speed is in the app you plan to view the animations in.