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Kendrick Lamar, Lady Gaga, K-pop and more: AP predicts who will win at the 2026 Grammys

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Kendrick Lamar, Lady Gaga, K-pop and more: AP predicts who will win at the 2026 Grammys
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Kendrick Lamar, Lady Gaga, K-pop and more: AP predicts who will win at the 2026 Grammys

2026-01-29 14:13 Last Updated At:14:20

The competition is fierce. Kendrick Lamar's dominance continues at the 2026 Grammy Awards, where he leads the nominations with nine. He's followed closely by Lady Gaga, Jack Antonoff and Canadian record producer/songwriter Cirkut, who boast seven each. Then it's Sabrina Carpenter, Bad Bunny, Leon Thomas and Serban Ghenea with six.

But who will win? Who will make history at the 68th Grammy Awards on Feb. 1?

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FILE - Olivia Dean performs during weekend two of the Austin City Limits Music Festival on Oct. 11, 2025, in Austin, Texas. (Photo by Jack Plunkett/Invision/AP, File)

FILE - Olivia Dean performs during weekend two of the Austin City Limits Music Festival on Oct. 11, 2025, in Austin, Texas. (Photo by Jack Plunkett/Invision/AP, File)

FILE.- Jelly Roll arrives at the 60th annual Academy of Country Music Awards in Frisco, Texas, on May 8, 2025. (AP Photo/LM Otero, File)

FILE.- Jelly Roll arrives at the 60th annual Academy of Country Music Awards in Frisco, Texas, on May 8, 2025. (AP Photo/LM Otero, File)

Rose performs during the Global Citizen Festival in New York on Sept. 27, 2025, left, and Bruno Mars performs at the 59th annual Grammy Awards in Los Angeles on Feb. 12, 2017. (AP Photo)

Rose performs during the Global Citizen Festival in New York on Sept. 27, 2025, left, and Bruno Mars performs at the 59th annual Grammy Awards in Los Angeles on Feb. 12, 2017. (AP Photo)

FILE - Kendrick Lamar performs during halftime of the NFL Super Bowl 59 football game between the Kansas City Chiefs and the Philadelphia Eagles, Sunday, Feb. 9, 2025, in New Orleans. (AP Photo/Frank Franklin II, File)

FILE - Kendrick Lamar performs during halftime of the NFL Super Bowl 59 football game between the Kansas City Chiefs and the Philadelphia Eagles, Sunday, Feb. 9, 2025, in New Orleans. (AP Photo/Frank Franklin II, File)

FILE - Lady Gaga performs during the 67th annual Grammy Awards in Los Angeles on Feb. 2, 2025. (AP Photo/Chris Pizzello, File)

FILE - Lady Gaga performs during the 67th annual Grammy Awards in Los Angeles on Feb. 2, 2025. (AP Photo/Chris Pizzello, File)

The Associated Press’ Maria Sherman and Jonathan Landrum Jr. break down the close races for Grammy glory.

“Debí Tirar Más Fotos,” Bad Bunny; “Swag,” Justin Bieber; “Man’s Best Friend,” Sabrina Carpenter; “Let God Sort Em Out,” Clipse, Pusha T and Malice; “Mayhem,” Lady Gaga; “GNX,” Kendrick Lamar; “Mutt,” Leon Thomas; “Chromakopia,” Tyler, the Creator.

SHERMAN: Starting off with the big guns. Last year’s “Cowboy Carter” victory was long overdue for Beyoncé. That, and an evolving Recording Academy electorate, is enough to inspire hope that winners may soon be in sync with the current cultural zeitgeist. But change is slow, and it is most likely Lady Gaga will be awarded. “Mayhem” is a great album, but her victory will be more about narrative — recognizing a game-changing artist with her return-to-form record — instead of who should really win this year. That's Bad Bunny’s “Debí Tirar Más Fotos.” (Let’s not forget all Latin Recording Academy members were invited to join the Recording Academy in 2025, but it is not clear how many can actually vote.) The world would love to see a Spanish-language album win for the very first time — Bad Bunny was once again the most streamed artist, globally, on Spotify last year.

There's also “GNX,” which deserves the victory, as well. But the 2025 ceremony felt like Kendrick Lamar's victory lap, and even with three rap albums nominated in the top spot, it's not clear whether voters will give him the recognition he deserves.

LANDRUM: I understand the appeal of a breakthrough narrative here, especially with such a globally representative field. But this category tends to land with the project that moved most cleanly across multiple spaces without explanation. “GNX” stayed active across music, sports and everyday culture throughout the year. Let’s not forget that songs “luther” and “Squabble Up” sustained long-term engagement; “TV Off” entered everyday language with the “Mustard” catchphrase; and “Dodger Blue” extended the project into sports culture during the Los Angeles Dodgers’ championship run. Much respect to the other nominees here, but Lamar delivered a tightly structured album that circulated naturally. That kind of sustained presence usually carries more weight than momentum built around a single lane.

“DtMF,” Bad Bunny; “Manchild,” Sabrina Carpenter; “Anxiety,” Doechii; “Wildflower,” Billie Eilish; “Abracadabra,” Lady Gaga; “luther,” Kendrick Lamar with SZA; “The Subway,” Chappell Roan; “APT.,” Rosé and Bruno Mars.

LANDRUM: If one song feels both inescapable and effortless, it’s “APT.” I look at what songs listeners — especially younger ones including my soon-to-be 6-year-old — still keep in rotation. The song easily translates across age groups, platforms and borders. Bruno Mars brought a proven sense of structure that voters respond to, while Rosé’s presence reflects the academy’s growing comfort with global pop influence. If this wins, which I believe will happen, Rosé would become the first K-pop artist to take the record of the year milestone. I think it’s time to make history.

SHERMAN: For all of the reasons you've listed above — as well as its total ubiquity and cultural meshing — “APT.” is the most likely candidate. But because record of the year is meant to highlight performance and production (as opposed to song of the year, which focuses on songwriting and composition), “luther” should win.

“Abracadabra,” Henry Walter, Lady Gaga and Andrew Watt; “Anxiety,” Jaylah Hickmon; “APT.,” Amy Allen, Christopher Brody Brown, Rogét Chahayed, Henry Walter, Omer Fedi, Philip Lawrence, Bruno Mars, Chae Young Park and Theron Thomas; “DtMF,” Benito Antonio Martínez Ocasio, Scott Dittrich, Benjamin Falik, Hugo René Sención and Tyler Thomas Spry; “Golden,” EJAI and Mark Sonnenblick; “luther,” Jack Antonoff, Roshwita Larisha Bacha, Matthew Bernard, Ink, Scott Bridgeway, Sam Dew, Kendrick Lamar, Mark Anthony Spears, Solána Rowe and Kamasi Washington; “Manchild,” Amy Allen, Jack Antonoff and Sabrina Carpenter; “Wildflower,” Billie Eilish O’Connell and Finneas O’Connell.

SHERMAN: There’s no “Not Like Us” this year, but there is a lot of competition. Billie Eilish and Bruno Mars are back — two established favorites of Grammy voters — it would be a third win for both in this category, the most of any artist. And it wouldn’t be wise to count out the gargantuan “Golden,” though it may be awarded elsewhere. Signs point to Lady Gaga for this one. She has been nominated in this category four times with no victories. “Abracadabra” could take it home — and it will feel more justified than an album of the year win for many.

LANDRUM: I agree. The competition is strong here. But this category often comes down to precision. And “Abracadabra” is tightly constructed and intentional, shaped by Lady Gaga’s renewed focus on lyric construction and melodic intent. That was something we spoke about ahead of her album. You hear that discipline in the writing itself with every line pulling its weight.

Olivia Dean; Katseye; The Marias; Addison Rae; sombr; Leon Thomas; Alex Warren; Lola Young.

LANDRUM: This category increasingly rewards artists who arrive with a fully formed identity. Leon Thomas separated himself by presenting a cohesive body of work rather than a moment driven by visibility alone. “Mutt” reflects songwriting discipline, genre fluency and a clear point of view shaped by years of experience. That foundation tends to resonate when voters are thinking long term.

SHERMAN: Points have been made! Thomas is an exemplar candidate. But there are other factors. If streaming was the ultimate metric, this would go to “Ordinary” singer Alex Warren. But it rarely is. In this category, Olivia Dean's name has been uttered the most.

“Defying Gravity,” Cynthia Erivo and Ariana Grande; “Golden,” HUNTR/X: EJAE, Audrey Nuna, REI AMI; “Gabriela,” Katseye; “APT.,” Rosé and Bruno Mars, “30 for 30,” SZA with Kendrick Lamar.

SHERMAN: Three of these nominees could be considered K-pop, or at the very least, K-pop-adjacent: “Golden,” “APT.,” and “Gabriela.” If any of them win, it will mark the first time any K-pop act has won any Grammy — and who wouldn’t want to see that? “Golden” feels most likely. If the Lamar and SZA song here was “Luther” instead of “30 for 30,” this would be a different conversation.

LANDRUM: For me, this is a toss-up between “Golden” and “APT.” But I’m going to give a slight nod to “APT.” What sets the song apart is balance. It also features a voter favorite: Bruno Mars. The collaboration with him and Rosé feels settled, with neither artist competing for space. Mars understands how to shape performances that voters consistently recognize, and Rosé fits seamlessly into that structure. In this category, cohesion often matters more than ambition.

“Let God Sort Em Out,” Clipse, Pusha T and Malice; “Glorious,” GloRilla; “God Does Like Ugly,” JID, “GNX,” Kendrick Lamar, “Chromakopia,” Tyler, the Creator.

LANDRUM: If I believe “GNX” deserves album of the year, then this category shouldn’t even be a debate. Same logic would apply to Tyler, the Creator: You shouldn’t crown the album at the top and ignore it in its home genre. “GNX” is cohesive, quotable and culturally dominant without chasing the algorithm. That’s rap at its highest level.

SHERMAN: It's a no contest pick. “GNX” is more than an album, but a paragon — and should be awarded as such.

“Patterns,” Kelsea Ballerini; “Snipe Hunter,” Tyler Childers; “Evangeline vs the Machine,” Eric Church; “Beautifully Broken,” Jelly Roll; “Postcards from Texas,” Miranda Lambert.

SHERMAN: This year, the Grammys renamed country album to contemporary country album and added a traditional country album category, a distinction that exists in other genres. But the news arrived right after “Cowboy Carter” won best country album, inspiring backlash online. In this inaugural edition, “contemporary” seems to mean “country that includes elements of other genres and/or left-of-center narratives.” In the case of the former, Eric Church’s inventive country-rock may sway voters over Kelsea Ballerini’s pop affectations, Jelly Roll’s hip-hop-informed phrasing or Tyler Childers’ eclecticism.

LANDRUM: Like Jelly Roll said in an interview with Maria, it’s his time. And I sure do believe him. This album fits the newly defined category almost too perfectly: emotional, honest, genre-fluid production and storytelling that connects beyond traditional country audiences. He expanded this genre, and I believe voters love a moment that feels both timely and redemptive. This checks both boxes.

“Beloved,” Giveon; “Why Not More?,” Coco Jones; “The Crown,” Ledisi; “Escape Room,” Teyana Taylor; “Mutt,” Leon Thomas.

LANDRUM: There’s only one album in this category that’s also up for album of the year, and that matters. “Mutt” distinguished itself through restraint, allowing songwriting and performance to lead rather than production excess. This should be a lock … which is exactly why I’m bracing for voters to surprise me.

SHERMAN: “Mutt” is a clear standout here. As Ty Dolla $ign told AP in October, “There’s definitely going to be a comeback in R&B very soon.” And who did he name as its leader? “We’re talking Leon specifically.”

“EUSEXUA,” FKA twigs; “Ten Days,” Fred again …; “Fancy That,” PinkPantheress; “Inhale/Exhale,” Rüfüs du Sol; “F--- U Skrillex You Think Ur Andy Warhol but UR Not! 3,” Skrillex

SHERMAN: There are a lot of heavyweights in this category: Fred again …, Rüfüs du Sol, PinkPantheress and more. FKA twigs’ “EUSEXUA” made a big splash in 2025. But all signs point to Skrillex, one of the most Grammy-awarded dance/electronic artists, with nine career wins.

LANDRUM: This field is rich with compelling artistic statements. What gives Skrillex’s “F--- U Skrillex You Think Ur Andy Warhol but UR Not! 3" an edge is direction. It pushes sound forward while maintaining structure. That balance between experimentation and clarity has historically resonated with voters in this category.

“Cosa Nuestra,” Rauw Alejandro; “Bogotá (Deluxe),” Andrés Cepeda; “Tropicoqueta,” Karol G; “Cancionera,” Natalia Lafourcade; “¿Y ahora qué?,” Alejandro Sanz.

SHERMAN: This trophy is likely headed to Natalia Lafourcade or Alejandro Sanz, who took home record of the year at the 2025 Latin Grammys a few months ago. Even though this is a pop category, I sense voters will go traditional. The Latin categories at the Grammys often reflect the top winners at the Latin Grammys, too.

LANDRUM: There’s a strong case for tradition in this field, but “Tropicoqueta” reflects forward movement. Karol G operates with clear creative authority here, balancing accessibility with cultural specificity. When voters meet the moment rather than default to familiarity, this type of project tends to stand out.

The 68th Grammy Awards will be held Feb. 1 at Crypto.com Arena in Los Angeles. The show will air on CBS and stream on Paramount+. For more coverage of this year’s Grammy Awards, visit: www.apnews.com/hub/grammy-awards

FILE - Olivia Dean performs during weekend two of the Austin City Limits Music Festival on Oct. 11, 2025, in Austin, Texas. (Photo by Jack Plunkett/Invision/AP, File)

FILE - Olivia Dean performs during weekend two of the Austin City Limits Music Festival on Oct. 11, 2025, in Austin, Texas. (Photo by Jack Plunkett/Invision/AP, File)

FILE.- Jelly Roll arrives at the 60th annual Academy of Country Music Awards in Frisco, Texas, on May 8, 2025. (AP Photo/LM Otero, File)

FILE.- Jelly Roll arrives at the 60th annual Academy of Country Music Awards in Frisco, Texas, on May 8, 2025. (AP Photo/LM Otero, File)

Rose performs during the Global Citizen Festival in New York on Sept. 27, 2025, left, and Bruno Mars performs at the 59th annual Grammy Awards in Los Angeles on Feb. 12, 2017. (AP Photo)

Rose performs during the Global Citizen Festival in New York on Sept. 27, 2025, left, and Bruno Mars performs at the 59th annual Grammy Awards in Los Angeles on Feb. 12, 2017. (AP Photo)

FILE - Kendrick Lamar performs during halftime of the NFL Super Bowl 59 football game between the Kansas City Chiefs and the Philadelphia Eagles, Sunday, Feb. 9, 2025, in New Orleans. (AP Photo/Frank Franklin II, File)

FILE - Kendrick Lamar performs during halftime of the NFL Super Bowl 59 football game between the Kansas City Chiefs and the Philadelphia Eagles, Sunday, Feb. 9, 2025, in New Orleans. (AP Photo/Frank Franklin II, File)

FILE - Lady Gaga performs during the 67th annual Grammy Awards in Los Angeles on Feb. 2, 2025. (AP Photo/Chris Pizzello, File)

FILE - Lady Gaga performs during the 67th annual Grammy Awards in Los Angeles on Feb. 2, 2025. (AP Photo/Chris Pizzello, File)

MAIZURU, Japan--(BUSINESS WIRE)--Jan 29, 2026--

Ubitus K.K. (Headquarters: Shinjuku, Tokyo; Representative Director & CEO: Wesley Kuo), a global leader in cloud streaming and AI solutions, today announced that it will hold a land signing ceremony and press conference with Maizuru City, Kyoto Prefecture, on January 29, 2026.
At the event, Ubitus will officially unveil its comprehensive plan to construct an AI Data Center in Maizuru City, marking the company’s transition into the physical construction phase of its initiative to build a top-tier AI GPU center in Japan.

This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260128944842/en/

This land agreement represents the first major milestone following Ubitus’ selection for a large-scale investment grant from Japan’s Ministry of Economy, Trade and Industry (METI), under which the company committed to building Japan’s leading AI GPU infrastructure. It also symbolizes a significant step forward in collaboration between the central government, local governments, and the private sector to advance AI infrastructure development in Japan.

Maizuru City AI Data Center: The First Step Toward a Top-Tier AI GPU Center in Japan

The planned AI Data Center will be located in Maizuru City, Kyoto Prefecture, on a site spanning approximately 2.3 hectares (around 23,000 square meters). The site offers favorable land conditions and infrastructure readiness, with proximity to port and logistics facilities, making it well suited for the development of high-density, high-reliability AI computing infrastructure.

In terms of development approach, the Maizuru City AI Data Center will adopt a phased construction strategy.
Phase 1 will focus on building the data center and progressively deploying core facilities and operational capabilities. Phase 2 will expand capacity in response to the evolving demands of generative AI and large language models, supporting medium- to long-term growth in compute requirements.

This flexible expansion plan ensures that the AI Data Center can scale steadily in line with industry demand while maintaining operational efficiency and long-term sustainability.
Based on current plans, construction is expected to begin in 2026, with major development targeted for completion within 2027.

Next-Generation AI Compute Core Powered by NVIDIA Blackwell × NeoCloud

The Maizuru City AI Data Center will fully adopt NVIDIA’s latest-generation Blackwell GPU architecture, specifically designed to support high-efficiency training and inference for generative AI and large language models. The platform supports high-density GPU deployment and sustained large-scale workloads, positioning the facility among the few in Japan capable of meeting next-generation AI compute demands.

The overall computing architecture will be centered on NeoCloud, which features hierarchical scheduling, distributed computing, and flexible resource management. This design enables dynamic allocation of GPU resources based on regional, industry-specific, and project-level AI needs—enhancing compute efficiency while reducing latency and avoiding the bottlenecks associated with centralized architectures.

Through the deep integration of NVIDIA Blackwell GPUs and the NeoCloud architecture, the Maizuru City AI Data Center will deliver high scalability and system resilience, serving as a critical compute foundation for the long-term development of Japan’s AI industry.

Why Maizuru City: A Strategic City for the AI Era

Ubitus selected Maizuru City as a key location for its AI Data Center based on the city’s multiple strengths essential for AI infrastructure development, including:

Together, these factors make Maizuru City an ideal location that balances stability, scalability, and long-term operational requirements. They also provide critical support for Ubitus’ broader vision of building cross-regional GPU infrastructure across Japan.

Long-Term AI Collaboration with the Japanese Government: From Model Development to Infrastructure Deployment

The Maizuru City AI Data Center project builds upon Ubitus’ long-term AI strategy in Japan, spanning from model development to the deployment of compute infrastructure.

2024 | Selected for METI’s “GENIAC” Program: Development of a 405B East Asia Large Language Model
Under the GENIAC program, Ubitus developed a 405-billion-parameter (405B) large language model optimized for East Asian languages, supporting Japanese, Traditional Chinese, and English. The model has been applied across cultural, tourism, and educational domains, demonstrating strong multilingual comprehension performance in multiple benchmark evaluations.

2025 | Launch of a Leading Tourism and Cultural AI Language Model in Japan
Building on the 405B model, Ubitus introduced an AI solution integrating Japanese cultural and local knowledge. In Maizuru City, the AI virtual guide “Chokimaru” was deployed to provide real-time multilingual Q&A, guided tours, and translation services in Japanese, English, and Chinese—bringing AI applications into real-world tourism settings.

2026 | Advancement of Cross-Regional GPU Infrastructure (NeoCloud)
With NeoCloud at its core, Ubitus is constructing a GPU computing environment capable of dynamically scaling to meet regional demands, gradually forming a highly resilient and efficient nationwide AI compute network.

Looking Ahead

Looking forward, Ubitus will continue to deepen its technological and industrial collaboration in Japan with NeoCloud at the center of its strategy. Through the construction and operation of AI infrastructure, the company aims to create local employment opportunities in technical and operational roles, foster talent development, and support regional industrial upgrading.

At the same time, Ubitus will build scalable and flexible AI computing infrastructure, strengthen localized deployment capabilities, and lower barriers for industries and local governments across Japan to adopt AI. This will accelerate real-world AI applications in tourism, culture, education, healthcare, and enterprise sectors.

Through its dual-track strategy of “AI model development × compute infrastructure deployment,” Ubitus will continue to inject long-term, scalable innovation momentum into Japan’s and East Asia’s AI ecosystem.

About Ubitus

As a member of the NVIDIA Connect program, Ubitus leverages NVIDIA’s support and cutting-edge GPU technology to accelerate AI innovation. The company delivers advanced AI solutions, including UbiGPT (a large language model), UbiONE (an AI-powered avatar creation platform), and UbiArt (an image generation tool), providing customized solutions to meet the diverse needs of various industries.

As a cloud gaming pioneer, Ubitus enables Nintendo and other game companies to establish cloud gaming services and supports the global streaming of multimedia content, including interactive and virtual reality experiences.

Ubitus will launch its Maizuru City AI Data Center project on January 29, marking the first step toward building a top-tier AI GPU center in Japan. Powered by NVIDIA Blackwell GPUs and NeoCloud, the project strengthens Japan’s AI infrastructure and regional development.

Ubitus will launch its Maizuru City AI Data Center project on January 29, marking the first step toward building a top-tier AI GPU center in Japan. Powered by NVIDIA Blackwell GPUs and NeoCloud, the project strengthens Japan’s AI infrastructure and regional development.

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