The Briton won a stunning US Open crown as a teenage qualifier in 2021 but has not clinched a tour title since and has struggled for consistency and fitness.
Her latest disappointment came with a sluggish 7-6 (7/3), 6-2 loss to Austria’s Russia-born Anastasia Potapova at Melbourne Park.
The 28th seed Raducanu missed the chance to test herself against world number one Aryna Sabalenka in the third round.
Raducanu admitted that she never felt comfortable on court against the 55th-ranked Potapova, despite being ahead 5-3 in the first set.
“Just one of those days you don’t feel too good on the court,” said the 23-year-old, who has been managing a foot injury.
Raducanu has had a low-key start to the year, bowing out in the quarter-finals of a warm-up tournament in a surprise straight-sets loss to 204th-ranked Taylah Preston.
She also suffered defeat in her only singles match at the United Cup this month.
“I don’t want to give myself too much of a hard time because I know my preparation going into this tournament,” she said.
“I kind of have to leave with my head held high because of the matches I’ve had here.”
Although searching for positives, Raducanu admitted she will take some time now to take stock.
“I don’t think I’m going to get straight back on the practice court,” she said.
“I think I’m going to take a few days, get back, get back home, and try and just re-evaluate my game a bit.”
Pushed by reporters what she meant, and if she was not playing the style of tennis she wants, she said: “Yeah, I would say so.
“I think I want to be playing a different way.
“And I think the misalignment with how I’m playing right now and how I want to be playing is something that I just want to work on.”
No plan to renounce nationality
Grand Slam champion Daniil Medvedev said on Wednesday he had no plans to follow a host of fellow Russian players and switch his nationality amid the war in Ukraine.
Since Moscow’s invasion in February 2022, a number of Russian players have distanced themselves from their homeland.
Former world number eight Daria Kasatkina, now ranked 43, changed allegiance to Australia last March having criticised Russia’s attitude towards LGBTQ people.
She also described the conflict as a “nightmare”.
More recently, Anastasia Potapova announced that her application for Austrian citizenship had been accepted.
But Medvedev, the 2021 US Open winner and Russia’s highest-profile player, said he would not be following suit.
“I 100 percent understand and respect, because, you know, that’s something you can do basically, especially in sports,” he said at the Australian Open.
“It’s even maybe a bit easier than for other people.
“I never really considered this,” added the 29-year-old, who was born in Moscow but lives in Monte Carlo.
“Because I believe in where you are born is important.
“But again, a lot of players change, and I’m friends with them. I’m friends with a lot of players in the locker room, so it’s their choice.”
Russian and Belarusian players currently compete under a neutral white flag.
Along with Kasatkina and Potapova, Russian-born Kamilla Rakhimova has switched allegiance to Ukbekistan, as has Maria Timofeeva.