2019 was another major year for video games all-around. As developers have now spent years getting acquainted with the Xbox One and PS4 hardware, the frequency of quality software has seen a notable uptick. This has been the case with AAA software, indie projects, and everything in-between.

Though heavy-hitters like Gears 5 and Forza Horizon 4 have been all the rage on the Xbox front, there are a number of titles that have flown under the radar amidst an increasingly populated library.

RELATED: 10 Overlooked Games Of The PlayStation 4/Xbox One Generation

With this list, we'll take some time to highlight 10 of the most underrated titles in 2019 for Xbox One, which you may have missed.

10 Greedfall (78)

It's easy to get lost in the shuffle amongst a vast lineup of WRPGs, which includes hits like Dragon AgeThe Witcher 3, and Skyrim. And while Spiders' action role-playing romp doesn't quite reach those lofty heights, GreedFall shines as a memorable adventure.

The game holds that familiar fantasy-meets-Medieval vibe while standing out with its more distinct Colonial settings. Though critics have knocked it for being a bit rough around the edges, overall, the game has developed a quiet following for its imaginative worldbuilding and fun blend of close and long-range combat. It's easy to get lost in this journey as you and fellow settlers roam a lavish remote island.

9 Rage 2 (72)

You can really set this in the category of "unfairly slagged" moreso than being straight-up "underrated," as there certainly were some big names - and plenty of hype - behind this one. After all, the first Rage brought high expectations, with its quality FPS gameplay and the name recognition of id Software, pioneers of the genre itself. And like our previous entry, this insane shooter from Avalanche Studios is spotty in a few areas.

Yet, it's tough to deny the bombardment of thrilling action and innovative FPS features here. The slew of satisfying weapons, exhilarating "Overdrive" mode, vehicular combat, and dynamic semi-open worlds round out a pretty epic experience.

8 Dirt Rally 2.0 (82)

Given the conditions surrounding Codemasters' follow-up to the 2015 racer, it's easy to see why this one somewhat fell under the radar. After all, you had what seemed to be a tepid step up from the original Dirt Rally, not to mention the much-hyped Forza Horizon 4 vastly overshadowing it. Still, those who fancy a more straight-up, nuanced driving sim - especially of the off-road type - will find much to enjoy here.

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Once you get beyond the rough learning curve, this early 2019 sequel offers a ton of thrilling, dense racing gameplay. You can play around with dozens of cars, different modes, and various settings all over the world with different weather conditions that alter the mechanics as well as your vision.

7 My Friend Pedro (76)

You know you're dealing with a pretty insane game when one of the lead characters is a talking banana coaxing you to go guns ablazing, and Tony Hawk-style mechanics that blend extreme sports with an action-shooter. My Friend Pedro is absolutely bonkers - and we mean this in the best way possible.

The gameplay fuses a 2.5D shooter a la Shadow Complex with Contra sensibilities and Matrix-like physics that allow you to slow down time, flip off walls, and spin around to dodge enemy fire. It all feels akin to a sort of violent gun-toting dance that has you gunning down henchmen in style.

6 ToeJam And Earl: Back In The Groove! (70)

Back in the Genesis days, this funky exploration-based platformer had its day in the sun. Fast-forwarding a few decades later, and these lovable funkadelic aliens seem to have become a thing of the past. Even given the vast gap in between mainline ToeJam & Eartitles, there never seemed to be much hype surrounding this nostalgic return to the classic series.

And though it's tough to fully recapture the psychedelic magic that Genesis classic offered, this cartoony romp definitely comes close, while amping up the insanity in the process. It shouldn't be surprising, given the man behind HumaNature Studios was largely responsible for the design of the original entry.

An array of new baddies, items, and characters round out this robust co-op romp, even offering four-player local and online play.

5 Operencia: The Stolen Sun (82)

When it comes to RPGs, it's tough to stand out in an era with so many major contenders. Yet, Zen Studios manages to differentiate itself from the competition with a game that merges modern-day flair with classic gaming sensibilities.

Operencia: The Stolen Sun feels like a reinterpretation of a bygone era of 8-bit RPGs, with its grid-based movement and turn-based combat. Various spells and offensive moves make this feel like an early Dragon Quest or Pokémon dressed up with sleek, vibrant visuals. Meanwhile, you'll also be solving a variety of brain-busting puzzles that remind one of early 90s point-and-click adventures.

What's even greater is that this game is included on the current Game Pass lineup, so RPG fans who have this service - and an appreciation for retro RPGs - should give this a look.

4 RAD (76)

This roguelike romp definitely lives up to its name, with its colorful settings, and its onslaught of crazy action. Despite its humble indie origins, RAD feels larger than life with its grueling gameplay and randomly generated worlds that make each playthrough unique. The game plays with over-the-top 80s cheese and post-apocalyptic settings that draw you in and refuse to let go.

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This is enhanced with thrilling brawler gameplay that allows you to play around with dozens of unique attacks - or "mutations." These amusing attacks range from exploding skulls to detachable boomerang arms.

3 Tales Of Vesperia: Definitive Edition (80)

It's easy to overlook a remaster of a decade-old game, especially on a console whose audience often favors WRPGs over their Japanese counterparts. Regardless, this epic adventure is just as memorable as it was in 2009, with some added perks to boot. You've got enjoyable action-based combat, imaginative settings, and a gripping narrative dressed with a charming anime style.

Meanwhile, this reboot bumps up the already vibrant visuals and features content that had only been in the Japanese PS3 exclusive. This includes more voice over and new playable characters.

Those that missed out on the original Xbox 360 exclusive definitely shouldn't pass up this underrated RPG again, especially with its cheap price tag.

2 Outward (65)

It behooves a role-playing game to implement its own unique "spin" in order to stand out from the crowd. While games like Operencia does this with oldschool mechanics, Nine Dots' open-world epic stresses survival gameplay.

Similar to Kingdom Come: Deliverance, you're not a super-powered hero but a mere commoner, who's made to feel vulnerable in this vast landscape. In addition to fighting monsters, you'll need to mind your hunger, fatigue, and even your warmth. You're even stripped of a fast-travel feature, further adding to the realism. It's a rough, gritty experience, but also an imaginative and rewarding one.

1 Code Vein (75)

As you'd expect from a series that basically birthed its own subgenre, Dark Souls has hogged the spotlight when it comes to "Soulslikes," along with the occasional Bloodborne. Thanks to this, and its cheesy anime motif, Bandai Namco's Code Vein tends to get overlooked. It's a shame, as this action-packed epic holds most of the hallmarks of that classic series while injecting its own fun concepts.

In addition to having an AI fighter at your side, Code Vein also presents a gripping narrative with great performances and gorgeous visuals. Moreover, you'll be playing around with a deep, varied Class system called Blood Codes, which keeps the combat feeling fresh and exciting throughout.

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