[6] Ruby Walsh took over the ride on Annie Power for her next race, when she was matched against more experienced opponents in the Kilsheelan Mares Hurdle at Clonmel Racecourse on 7 February.

[7] At Naas Racecourse later that month the mare was moved up in class for the Grade II paddypower.com Novice Hurdle and for the first time did not start favorite, being made second choice in the betting behind the A. P. McCoy-ridden gelding Defy Logic.

Walsh settled the filly just behind the leader Defy Logic before overtaking the favorite approaching the last hurdle and drawing clear on the run-in to win by three and a quarter lengths.

[8] Annie Power bypassed the Cheltenham Festival, ending her season in the Grade I Irish Stallion Farms EBF Mares Novice Hurdle at Fairyhouse on 31 March for which she started 4/11 favourite ahead of her stable companion Glens Melody.

She was restrained by Walsh in the early stages but took the lead approaching the turn into the straight and drew away to win very easily by twelve lengths from Glens Melody.

[9] On her first appearance of the 2013/2014 season, Annie Power was sent to England for the Grade II Coral Hurdle at Ascot Racecourse on 23 November in which she was matched against the leading British hurdler Zarkandar.

In a race run in a strong wind and driving rain,[11] the mare took the lead between the last two hurdles and won easily by eight lengths from the British gelding.

On 13 March, Annie Power started 11/8 favourite for the World Hurdle, ahead of Big Buck's, who was attempting to win the race for the fifth time.

[16] On her final appearance of the season, Annie Power was brought back in distance and returned to single-sex competition for the Grade I Mares Champion Hurdle over two and a quarter miles at Punchestown.

[19] On 11 March started the 5/2 favourite for the Champion Hurdle ahead of eleven opponents headed by The New One, Nichols Canyon, Identity Thief and My Tent or Yours.

She drew away from the field approaching the second last and stayed on strongly on the run-in to win by four and a half lengths and a head from My Tent or Yours and Nichols Canyon with Walsh punching the air in celebration at the finish.