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We stayed at the Travelodge Southbank recently and it was fine. It's a few minutes walk to Flinders Street station and the casino with lots of restaurants and a food court are nearby too. It's cheap and cheerful .
The only downside was reserving a cot, as for our 3-day stay, we only got it for the last night - not very helpful .