A new report said that 261 active-duty troops took their lives last year, compared to 318 in 2012, according to "preliminary" figures.
Suicide levels, however, have not dramatically changed even though large numbers of US forces are no longer engaged in combat in Afghanistan and have withdrawn from Iraq.
Although the overall number had declined for 2013, suicides increased five per cent among those in the US Army National Guard and Reserves, the report said.
The relentless pace of deployments to Iraq and Afghanistan over the past decade has often been cited as a likely trigger for the suicide problem in the armed forces, but the latest figures failed to support that hypothesis.
When fighting peaked for American troops in Iraq, the number of suicides reached 268 in the year 2008 and 309 in 2009, figures that are similar to the past two years.
US commanders have struggled to stem the suicide problem and have yet to identify its precise causes.
The "most prevalent" aggravating factors were failed relationships, a history of administrative and legal problems and "financial or workplace difficulties," it said.
The overwhelming majority of those who killed themselves were male, white, under the age of 25, low-ranking enlisted troops who were married, according to the report.
The suicide rate for the whole military was 18 per 100,000 troops last year, compared to 22.7 in 2012. The Army led all branches with the highest suicide rate, followed by the Marine Corps.
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