~に比べて (compared to)

The comparative pattern ~に比べて, meaning 'compared to X / in comparison with X'. Sets up a baseline for comparison, followed by a claim about the compared item: 去年に比べて暑い ('hotter than last year'). The bare ren'yōkei form ~に比べ is the formal/written variant, terser and more chain-like.