[dmitrygr]

The more bits you're willing to lose during quantization, the more zeroes the resulting bitstream will have, the better it will compress.

The more bits you lose during quantization, the more ringing and artifacts you can expect after the IDCT process.

So the tradeoff is quite literally artifacts for smaller size.

this compressor seems to be cleverer about where to lose data than libjpeg.