| Statistic | Reportedincidents | /100k people | Trenton/100k people | Texas/100k people | National/100k people |
| Total crime | 10 | n/a (estimate) | 1,192 | 2,430 | 2,119 |
| Murder | 0 | n/a | 0.0 | 5.2 | 5.0 |
| Rape | 0 | n/a | 0.0 | 50.0 | 37.5 |
| Robbery | 0 | n/a | 0.0 | 63.5 | 60.6 |
| Assault | 5 | n/a | 595.9 | 270.7 | 256.1 |
| Violent crime | 5 | n/a (estimate) | 596 | 389 | 359 |
| Burglary | 1 | n/a | 119.2 | 284.3 | 229.2 |
| Theft | 2 | n/a | 238.4 | 1,425.6 | 1,272.1 |
| Vehicle theft | 2 | n/a | 238.4 | 330.7 | 258.8 |
| Property crime | 5 | n/a (estimate) | 596 | 2,041 | 1,760 |

The Trenton crime rates are 43.8% lower than the national average. There are two main categories of crime - violent crime and property crime. Violent crime consists of murder, rape, robbery and assault, while property crimes include burglary, theft and vehicle theft. There were a total of 5 violent crimes in Trenton (596 per 100,000 people), which is 66% higher than the national average and there were a total of 5 property crimes (596 per 100,000 residents) which is 66.1% lower than average.
Trenton showcased a dedication to violent crime safety in its latest reported crime year by achieving a murder rate of 0. This accomplishment could indicate that it is a safe place for residents, but also provides a shining example to other urban areas endeavoring to create safer communities.
In 1991, property crime rates in the United States soared to over 5,140 crimes per 100,000 people. In the years since, the U.S. property crime rate has continued to decline with the most recent year reporting only 1760 property crimes. In Trenton, the property crime rate was even less than the national average with a rate of 596, cementing it as one of the safest places to live with regards to property crime.
AreaVibes conducted surveys inquiring about the safety perception of Trenton residents. Out of the respondents (5 in total), 60% expressed a strong sense of security, believing that crime rates in Trenton were low, and they felt comfortable walking alone at night. Conversely, 40% held a contrasting viewpoint, expressing concerns about safety in the area and feeling uncomfortable walking alone during the nighttime hours.
Is Trenton a safe place to live? While the answer may not be straightforward due to variations in safety levels across the city, gaining an understanding of the overall crime rate can prove to be advantageous. In general, Trenton has a crime rate that is lower than the national average by 44%. Breaking this down on a daily basis, it translates to 0.03 daily incidents, encompassing 0.01 violent crimes and 0.01 property crimes. Evaluating these statistics can aid in forming a more informed perspective on the safety of Trenton as a potential place to call home.
The level of education within a community can impact crime rates. Higher educational attainment often correlates with lower crime rates, as it provides individuals with better job opportunities and alternatives to criminal behavior. While lower educational achievement rates tend to lead to higher crime rates. In Trenton, 72.1% of people have completed high school, while 83% of people have completed high school nationally.
In Trenton, the cost of living is 3.06% lower than the national average. A substantial cost of living can burden residents, particularly those with constrained financial means. When individuals contend with steep housing expenses, grocery bills, utility costs, healthcare and essential needs that strain their budgets, they may turn to criminal activities, such as theft or fraud, as a means of financial survival. Conversely, cities characterized by a more affordable cost of living may alleviate economic pressures, which could potentially lead to decreased crime rates.
High rent costs can create economic stress for individuals and families, particularly those with limited financial resources. When a significant portion of one's income is spent on housing, there may be less money available for other essential needs such as food, healthcare and education. Economic stress can contribute to desperation and potentially lead individuals to engage in criminal activities, such as theft or fraud, as a means of financial survival. Average rent rates in Trenton are $1,532, compared to a national average of $1,444 per month.
| Item | Trenton | Texas | National |
| Law enforcement employees (officers & civilians) | 2 | 46,020 | 558,732 |
| Police officers & civilians /1000 residents | 3.1 | 3.0 | 3.3 |
| State | Total offenders | Texas /100K | National /100K |
| Texas | 95,281 | 443 | 266 |
| City | Population | Violent crime/100k people | Property crime/100k people | Total crime/100k people |
| Tom Bean, TX | 1,142 | 0 | 0 | 0 |
| Savoy, TX | 1,030 | 0 | 0 | 0 |
| Bells, TX | 1,887 | 0 | 263 | 263 |
| Melissa, TX | 11,030 | 36 | 341 | 377 |
| Ector, TX | 978 | 252 | 126 | 378 |
| Whitewright, TX | 1,657 | 279 | 223 | 502 |
| Van Alstyne, TX | 4,248 | 26 | 718 | 744 |
| Trenton, TX | 688 | 596 | 596 | 1,192 |
| City | Population | Violent crime/100k people | Property crime/100k people | Total crime/100k people |
| Jeffersonville, VT | 688 | 206 | 1,533 | 1,739 |
| Grimes, AL | 688 | 469 | 2,039 | 2,508 |
| Bayview, TX | 688 | 157 | 824 | 981 |
| Grafton, IL | 688 | 0 | 1,230 | 1,230 |
| Palmyra, NE | 688 | 213 | 1,575 | 1,788 |
| Trenton, TX | 688 | 596 | 596 | 1,192 |