A low-cost rapid process for deep ultraviolet (UV) laser pulse detection has been proposed and experimentally realized by table sugars [such as fine white sugar (FS), granulated sugar (GS), and brown sugar (BS)]. A systematic study about laser-induced voltage (LIV) under a KrF pulsed laser irradiation was presented by tuning the applied bias ( <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">${V}_{b}$ </tex-math></inline-formula> ), laser energy ( <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">${E}_{\text {in}}$ </tex-math></inline-formula> ), and shunting resistance ( <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">${R}$ </tex-math></inline-formula> ) parallel to the sample. Higher <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">${E}_{\text {in}}$ </tex-math></inline-formula> enhanced LIV peak magnitude ( <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">${V}_{p}$ </tex-math></inline-formula> ), whereas the rise time and full-width at half-maximum (FWHM) were negatively correlated with <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">${E}_{\text {in}}$ </tex-math></inline-formula> . FS showed higher LIV than GS due to the smaller particle size of FS than that of GS. The LIV response trace consisted of three components of fast rise, slower rise, and attenuation, which fit well by the sum of the three exponential functions. Furthermore, the LIV response time was shortened significantly by reducing <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">${R}$ </tex-math></inline-formula> . When a fixed <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">${R}$ </tex-math></inline-formula> of <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$14.7 \Omega $ </tex-math></inline-formula> was applied, the LIV trace displayed a 10%–90% rising time of <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$\sim $ </tex-math></inline-formula> 12.2 ns and a 10%–90% falling time of <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$\sim $ </tex-math></inline-formula> 23.5 ns. The response time was completely limited by the laser pulse duration, indicating that the waveform of the laser pulse was detected. In addition, the specific detectivity <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">${D}^{\ast} $ </tex-math></inline-formula> over <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">${V}_{b}$ </tex-math></inline-formula> ( <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">${D}^{\ast} /{V}_{b}$ </tex-math></inline-formula> ) of FS is estimated to be <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$2.67\times 10^{{7}}\,\,\text{m}^{\text {1/2}} \cdot \text{J}^{{-\text {3/2}}}$ </tex-math></inline-formula> at lower <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">${E}_{\text {in}}$ </tex-math></inline-formula> (< 20 mJ), which was 38% and 84% higher than that of GS and BS. Our work provided a simple, low-cost, and fast method to detect a deep UV laser pulse with table sugar as the detector material.