CPI(ML)(L)
JD(U)RJDSPThe table below lists Communist Party of India (Marxist-Leninist) (Liberation) (CPI(ML)(L)) candidates, their total votes, vote share and final position in Bagaha Lok Sabha Constituency in Bihar.
| Election year | Candidate Name | Votes Received | Vote Share (%) | Position | Status |
|---|---|---|---|---|---|
| 2004 | Nandji Ram | 23,338 | 4.09 | 4 | Lost |
| 1999 | Nand Jee Ram | 28,208 | 4.95 | 4 | Lost |
| 1998 | Nandji Ram | 21,390 | 3.97 | 5 | Lost |
| 1996 | Nandji Ram | 15,872 | 3.49 | 5 | Lost |