She said they would appear in the Estcourt Magistrate's Court today.
The man allegedly also produced human body parts as evidence.
Click on the video above for the full report.
The man who had gone to the police station was arrested.
It is understood that the man led detectives to a house in Rensburgdrift where they were confronted with an odour of death and more human remains.
A second suspect was arrested in Estcourt and a third suspect - thought to be a nyanga (medicine man) - was arrested in the Amangwe area.
Ward councillor Mthembani Majola also told New24 that he was left stunned as the suspects showed community members where one of the body was stored. "The charges they face at the moment are conspiracy to commit murder and murder".
"It was buried under big rocks and we had to call a TLB machine to remove the rocks".
Mbhele says the suspects are alleged to have "raped, killed and cut up the body of a woman, which they then consumed".
Labuschagne said people who ate human body parts were often in the throes of psychotic episodes.
"It's very rare and unusual to get a case where people are actually eating human body parts - animal bites are often mistaken for human bites".
"They showed us the body parts in one of the houses".
A truly sick story, at least these men are now off of the streets and cant harm anyone else.