An extensive evaluation of low-cost dust sensors was performed using an exponentially decaying particle concentration. Total of 264 sensors including 27 sensors with light-emitting diodes (LEDs) and 237 sensors with laser lighting sources were tested. Those tested sensors were classified into 4 groups based on the deviation from the reference data obtained by a reference instrument. The response linearities of all the tested samples for PM , PM , and PM were in excellent agreement with the reference instrument, except a few samples. For the measurements of PM and PM , the lighting source, i.e., LED or laser, did not show any significant difference in overall sensor performance. However, LED-based sensors did not perform well for PM measurements. The 32, 24 and 16% of all the tested sensors for PM , PM and PM measurement, respectively, are in the category of Class 1 (reference instrument reading ±20%) requirement. The performance of the low-cost dust sensors for PM measurement was relatively less satisfactory.