Star Wars: Episode I - Racer

Held in common with Need for Speed: Underground: single-player focus and a first-person view. Its own ground is melee combat and a sci-fi setting.

Games like Need for Speed: Underground · Find similar →
We filtered the 50 games similar to Need for Speed: Underground down to the 5 that fit the “Nintendo Switch” category. Star Wars: Episode I - Racer, Mario Kart World and Hot Wheels Unleashed top the list, ranked by affinity and similarity score to Need for Speed: Underground.
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Within the “Nintendo Switch” category, the closest game to Need for Speed: Underground is Star Wars: Episode I - Racer — scoring 76/100 on our similarity scale. Mario Kart World and Hot Wheels Unleashed follow close behind.
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Handpicked by our similarity algorithm, these are the titles with the highest gameplay match to Need for Speed: Underground. Each one has been evaluated across 6 real attributes — from combat style and progression mechanics to world structure and visual perspective — so every recommendation is based on how the game actually plays, not just its genre label.

Held in common with Need for Speed: Underground: single-player focus and a first-person view. Its own ground is melee combat and a sci-fi setting.

With Need for Speed: Underground it shares offline play and a third-person camera. They part company on visuals: this one brings adventure storytelling and open world exploration.
Released 22 years after Need for Speed: Underground.

It meets Need for Speed: Underground on offline play and a third-person camera. They part company on visuals: this one brings PvP competition.
Released 18 years after Need for Speed: Underground.

The thread back to Need for Speed: Underground runs through offline play and a third-person camera. They part company on visuals: this one brings fantasy world and co-op play.
Released 16 years after Need for Speed: Underground.

What carries over from Need for Speed: Underground is offline play and a third-person camera. They part company on visuals: this one brings melee combat and a sci-fi setting.
Released 16 years after Need for Speed: Underground.
If Need for Speed: Underground left you wanting more, this is where you narrow it down. And if you play on PC, Nintendo Switch, PlayStation, Xbox and Mobile, filter by platform and skip the games you could not play anyway.
Sometimes what you want is not a Need for Speed: Underground look-alike but simply the best Arcade Racing Games there are. That is what these rankings are for: no comparison to anything, just the highest-rated games. And if you feel like widening the net, the Sports Games ranking is a good way to run into something you were not expecting.