In 2013, there was the 62-6 massacre at the hands of Penrith, an opening-day 40-10 defeat at Parramatta Stadium and a meek last-round loss at Wollongong (19-10) when a finals spot was still up for grabs.
Last year, there were impressive results in Townsville (20-16), Canberra (54-18) and Melbourne (16-10) but also unfortunate lapses at the hands of Cronulla (37-6), St George (20-10) and Brisbane (28-22). The coup de grace was round 26, when the team failed to fire a shot at Penrith (22-6) and limped out of top-eight contention.
Their travel demands are an undeniable burden that no other NRL club carries - the Sydney clubs spend most of their seasons within the city limits - but there's a feeling the Warriors need to cope better. That's especially so this season, when they start in Newcastle and Canberra and three of their last four matches are in Australia.
"Winning away from home is critical if you want to be successful, especially given the fact that all of the finals are away generally," Warriors coach Andrew McFadden said. "But it's about performance first. Focus on the performance then we will get the results."
McFadden has recently consulted with the brains trust at the Breakers, who have a punishing schedule with regular marathon trips to outposts like Cairns and Perth but often perform better than their league, rugby, netball and football counterparts.
"We heard about their philosophy," said McFadden. "They believe in spending the least amount of time away from home as possible." The two sports have differing physical demands, but McFadden still wants to take a leaf out of the Breakers' play book.
"We will vary our approach [this season]," said McFadden. "When we can, on our shorter legs - we will go the day before, get the job done and get out. We have also done a lot of work in terms of our preparation. We need to get that right so we can't use travel as an excuse for a lack of performance."