Rajdhani express are premium category trains by the Indian Railways that redefines luxury travelling in India. It is a fully air-conditioned train which connects country capital (Delhi) with state capitals. That is why they are called 'Rajdhani' which translates to 'Capital' in English. These train runs at very high speed and therefore it usually takes least time to reach destination compared to other trains on the same route. Mumbai rajdhani is the fastest rajdhani train which attains a maximum speed of 140 kmph on some stretch. Rajdhani Express offers catering facilities inside the train the fare of which is included in ticket fare. Rajdhani trains have 3 classes - First AC (1A), AC II-tier (2A) and AC III-tier (3A) only and they are coupled with LHB coaches that have higher safety features. The ticket fare for Rajdhani is maximum amongst all trains on the same route and has dynamic fare (Flexi Fare) system. Waitlisted passengers are strictly not allowed inside this train. Rajdhani train coaches are usually painted in red with a grey colored strip outside. 1 rajdhani train runs from Madhupur Jn to Patna - RAJDHANI EXPRES (12305).

Madhupur Jn to Patna RAJDHANI EXPRES (12305) departs from Madhupur Jn station (MDP) at 17:05 and arrives Patna Jn station (PNBE) at 21:30. This train has 6 stoppages. Madhupur Jn to Patna rajdhani fare is Rs.1605 in First AC, Rs.855 in Second AC and Rs.625 in Third AC for this train which includes meal charges also. Active on IRCTC

Jan Shatabdi express as the name indicates is the shatabdi express for Jan (common mass). Basically these trains are an affordable version of Shatabdi trains in India. Therefore Jan Shatabdi trains have either seating arrangements as air-conditioned Chair Car (CC) or non air-conditioned Second Seating (2S) coaches. These are very pocket friendly compared to other trains on same route. These trains are for short distances and does not run overnight just like Shatabdi trains. It does not have onboard catering services which is there in Shatabdi trains. In general these trains are painted in white and blue combination with window panes painted either white or blue. 1 jan-shatabdi train runs from Madhupur Jn to Patna - JANSHATABDI EXP (12023).

Madhupur Jn to Patna JANSHATABDI EXP (12023) departs from Madhupur Jn station (MDP) at 17:37 and arrives Patna Jn station (PNBE) at 22:20. This train has 10 stoppages. Madhupur Jn to Patna jan-shatabdi fare is Rs.470 in Chair Car and Rs.145 in Second Seater for this train.

The concept of Garib Rath started with the vision to provide air conditioned berths at a comparatively low price for the people who could not afford to travel in AC coaches. Garib-rath phrase translates to poor man's chariot in English. The fare in this train is almost two-thirds of regular third ac fare. Usually Garib Rath have Third AC (3A) class only excepting some 1-2 trains which also have Chair Car (CC) class. The compartments of these train coaches have 9 berths making an extra space for side middle berth which is not there in any other train in India. In case passengers want to have bedrolls they need to pay separately for it. Some garib-raths run as fast as rajdhani, but they have lesser priority for track clearance compared to them. These trains are painted green with a yellow colored strip along the window panes. 1 garib-rath train runs from Madhupur Jn to Patna - PNBE GARIB RATH (12359).

Madhupur Jn to Patna PNBE GARIB RATH (12359) departs from Madhupur Jn station (MDP) at 23:53 and arrives Rajendra Nagar Bihar station (RJPB) at 04:01. This train has 8 stoppages. Madhupur Jn to Patna garib-rath fare is Rs.395 in Third AC for this train.

Humsafar trains are long distance superfast trains that traverses overnight journeys. This is a new concept by the Indian Railways. Some Humsafar trains also run for more than 24 hours. Keeping in mind the middle class travellers, Humsafar was launched last year by the Former Railway Minister Mr. Suresh Prabhu. It has only Third AC class coach and have optional meal service. This train follows dynamic pricing meaning fare increases as the seat availability decreases. However, these trains hold lesser priority than Rajdhani and Shatabdi trains. Humsafar trains are equipped with modern day amenities and enhanced safety features. There are CCTV cameras fitted in every coach of Humsafar trains and there are charging points for each berth. One can also see current running speed of train on the LEDs fitted above doors. These trains are characterized by beautiful graffiti paint with vibrant sky blue color on outer surface of coaches. 2 humsafar trains run from Madhupur Jn to Patna - ANVT HUMSFR EXP (12235) and ANVT HUMSAFAR (22459).

Madhupur Jn to Patna ANVT HUMSFR EXP (12235) departs from Madhupur Jn station (MDP) at 17:05 and arrives Patna Jn station (PNBE) at 21:30. This train has 11 stoppages. Madhupur Jn to Patna humsafar fare is Rs.620 in Third AC and Rs.235 in Sleeper for this train.

Madhupur Jn to Patna ANVT HUMSAFAR (22459) departs from Madhupur Jn station (MDP) at 12:10 and arrives Patna Jn station (PNBE) at 16:00. This train has 11 stoppages. Madhupur Jn to Patna humsafar fare is Rs.620 in Third AC and Rs.240 in Sleeper for this train.