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Bikes benefit a lot from pneumatic tyres and smooth asphalt (not cobbles). Chains are quite precise. Lubricants are fairly high tech. Rust-proof steel. Rubber brake pads with compounds that last long enough and resist rain. Spring steel suspension. Cables that don't stretch.
Without those things you get a wooden boneshaker hobby-horse, large, heavy, incovenient: https://duckduckgo.com/?q=hobby+horse+victorian+bike&t=ffab&...
(And, try to find one bike on Earth which hasn't been moved by an internal combustion engine. How are you going to distribute them around the Roman empire by the tens of millions without trucks or ships?)
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