I would like to draw voxels by using opengl but it doesn't seem like it is supported. I made a cube drawing function that had 24 vertices (4 vertices per face) but it drops the frame rate when you draw 2500 cubes. I was hoping there was a better way. Ideally I would just like to send a position, edge size, and color to the graphics card. I'm not sure if I can do this by using GLSL to compile instructions as part of the fragment shader or vertex shader.
I searched google and found out about point sprites and billboard sprites (same thing?). Could those be used as an alternative to drawing a cube quicker? If I use 6, one for each face, it seems like that would be sending much less information to the graphics card and hopefully gain me a better frame rate.
Another thought is maybe I can draw multiple cubes using one drawelements call?
Maybe there is a better method altogether that I don't know about? Any help is appreciated.
Drawing voxels with cubes is almost always the wrong way to go (the exceptional case is ray-tracing). What you usually want to do is put the data into a 3D texture and render slices depending on camera position. See this page: https://developer.nvidia.com/gpugems/GPUGems/gpugems_ch39.html and you can find other techniques by searching for "volume rendering gpu".
EDIT: When writing the above answer I didn't realize that the OP was, most likely, interested in how Minecraft does that. For techniques to speed-up Minecraft-style rasterization check out Culling techniques for rendering lots of cubes. Though with recent advances in graphics hardware, rendering Minecraft through raytracing may become the reality.