--- title: "Taylor Swift or Beyoncé? what 83 AI models think" slug: taylor-swift-or-beyonce-what-83-ai-models-think url: https://listedarticles.com/articles/taylor-swift-or-beyonce-what-83-ai-models-think canonical_url: https://studyarena.com/every-ai/taylor-swift-or-beyonce content_type: blog_post language: en published_at: 2026-10-10T15:00:00.000Z updated_at: 2026-10-11T22:04:54.209Z author: "Pasha Rayan" author_url: https://studyarena.com/blog/authors/pasha-rayan authored_by: human publisher: "StudyArena" publisher_url: https://listedstartups.com/companies/studyarena topics: ["Data analysis", "We asked every AI", "Culture", "AI", "Benchmarks", "Education", "Learning"] about: ["https://listedstartups.com/products/studyarena-platform"] license: all-rights-reserved word_count: 2392 reading_minutes: 10 citation: "Pasha Rayan, StudyArena. \"Taylor Swift or Beyoncé? what 83 AI models think.\" 10 Oct 2026. https://studyarena.com/every-ai/taylor-swift-or-beyonce (all-rights-reserved)" # The full text follows. The web page shows an extract and sends readers # to the source above; quote the citation and link the canonical URL. --- # Taylor Swift or Beyoncé? what 83 AI models think > We asked 83 AI models (GPT, Claude, Gemini, DeepSeek…) the same question. 89% picked Beyoncé. See every answer, who searched the web, and who dissented. [← We asked every AI](/every-ai)Live · 83/85 models ![Illustration for "Taylor Swift or Beyoncé?"](https://studyarena.com/every-ai/taylor-swift-or-beyonce/cover) Hot takeCulture # Taylor Swift or Beyoncé? Asked verbatim: “Who is the greater artist: Taylor Swift or Beyoncé? You must choose one.” ## How the AIs voted One dot per model. Hover for the model, its lab and its argument. 10%Taylor Swift 8 models 89%Beyoncé PU 74 models 1%Other 1 model By lab * OpenAI8 / 8 Beyoncé * Google6 / 6 Beyoncé * Anthropic4 / 5 Beyoncé * Qwen4 / 5 Beyoncé * xAI4 / 5 Beyoncé * Z.AI5 / 5 Beyoncé * 22 other labs43 / 49 Beyoncé 83 of 85 models have voted. Hover a dot for the model, its lab and its argument. ## How the consensus formed Running share as each of the 85 models answered. The read Of 76 models, roughly 65 picked Beyoncé (citing vocal mastery, stagecraft, and genre reinvention) versus about 9 for Taylor Swift (praised for songwriting depth). Claude Haiku 4.5 dissented from the format itself, refusing to commit to an answer. Written by claude-sonnet-5 after reading every answer. ## The contrarians 9 models went against the room. * Parallel SpeedParallelMemory Taylor Swift95% sure Taylor Swift holds unprecedented records, including a historic four Album of the Year Grammy wins and dominance as Spotify's top-streamed female artist [3, grammy.com]. * Qwen3.7 FlashQwenMemory Taylor Swift50% sure Artistic greatness is subjective; neither artist is objectively superior as both have redefined music and culture in distinct, equally impactful ways. * Grok 4.3xAIMemory Taylor Swift55% sure Taylor's songwriting and cultural grip outpace Beyoncé's stagecraft for me. * InklingThinking MachinesSearched Taylor Swift * MiMo V2.5XiaomiMemory Taylor Swift52% sure Her songwriting catalog's sheer volume, narrative range, and solo-credited hits edge out Beyoncé's more collaborative artistry. * Seed 2.1 TurboByteDanceMemory Taylor Swift55% sure As a songwriter with full creative command across genre shifts and a decade of culturally defining lyricism that reshaped the music industry on her own terms, she edges ahead. * Granite 4.2 8BIBMMemory Taylor Swift0% sure * Granite 4.0 MicroIBMMemory Taylor Swift85% sure Taylor Swift's songwriting depth, genre versatility, and enduring cultural impact make her the stronger artistic force. * Claude Haiku 4.5AnthropicMemory I need to think carefully about this before committing to a public answer ## Every answer 83 answers · in the order they came in · unedited apart from length. 1. Parallel SpeedParallel Taylor Swift95% Taylor Swift holds unprecedented records, including a historic four Album of the Year Grammy wins and dominance as Spotify's top-streamed female artist [3, grammy.com]. 2. Qwen3.7 FlashQwen Taylor Swift50% Artistic greatness is subjective; neither artist is objectively superior as both have redefined music and culture in distinct, equally impactful ways. 3. MiniMax M2.5 (Reasoning)MiniMax Beyoncé65% With 32 Grammy wins and decades of reinvention, Beyoncé's cultural impact and artistic versatility set her apart. 4. Kimi K3Moonshot Beyoncé78% Beyoncé edges it on sheer artistic command — vocal power, live performance, visual innovation and genre-spanning ambition that redefined what a modern album and stadium show can be. 5. Sonar ProPerplexity Beyoncé60% Her vocal power, genre range, and groundbreaking live performances make her a more complete and culturally transformative artist. 6. Grok 4.3xAI Taylor Swift55% Taylor's songwriting and cultural grip outpace Beyoncé's stagecraft for me. 7. Mistral Medium 3.1Mistral Beyoncé98% Unmatched vocal power, genre-defining artistry, and cultural impact across decades. 8. Qwen3.8 2.4T A95B (Minimal Reasoning)Qwen Beyoncé62% Beyoncé's vocal range, choreography, visual albums, and live performance set a ceiling no one else in pop has reached—she redefined what a single artist can control. 9. Nova LiteAmazon Beyoncé60% Both artists have immense talent and influence, but I'm choosing Beyoncé for her powerful voice and iconic performances. 10. MiMo V2.5 ProXiaomi Beyoncé55% Beyoncé's vocal range, genre fluidity, and cultural impact across decades edges out Swift's unmatched songwriting craft. 11. InklingThinking Machines Taylor Swift Searched 12. Qwen3.8 Max 0902 (Minimal Reasoning)Qwen Beyoncé68% Swift writes the better diary; Beyoncé builds entire art forms — Lemonade fused album, film, choreography and Black Southern tradition into something nobody has matched since, and that redefined what an artist can do. 13. Inkling SmallThinking Machines Beyoncé79% Beyoncé’s performance craft, vocal mastery, and cultural depth make her the greater artist, not just bigger. 14. Solar Pro 4Upstage Beyoncé75% Beyoncé commands more variety across R&B, pop, visual albums, and live performance, which reads as a broader artistic toolkit. 15. Gemini 3.1 Pro Preview (High Reasoning)Google Beyoncé55% Holding the all-time record for Grammy wins, her continuous reinvention, vocal mastery, and cultural impact through visionary albums give her the edge. 16. Laguna S 2.1Poolside Beyoncé72% Beyoncé's vocal mastery, visual innovation, and cultural boundary-breaking make her the greater artist despite Taylor's commercial dominance. Searched 17. MiMo V2.5Xiaomi Taylor Swift52% Her songwriting catalog's sheer volume, narrative range, and solo-credited hits edge out Beyoncé's more collaborative artistry. 18. GPT-5.6 TerraOpenAI Beyoncé78% Beyoncé’s vocal command, stagecraft, and genre-spanning albums make her the more complete artistic force. 19. Qwen3.8 FlashQwen Beyoncé68% Taylor writes the diary, but Beyoncé owns the room — vocal command, stagecraft, and genre reinvention that shaped pop culture before any of us could keep up. 20. Claude Fable 5.1 (Low Reasoning)Anthropic Beyoncé62% Swift is the sharper songwriter and bigger cultural force, but Beyoncé's vocal mastery, performance craft and genre-spanning album ambition make her the more complete artist. 21. Grok 4.20xAI Beyoncé65% Beyoncé's unmatched vocal power, genre innovation across R&B/pop/country/dance, and cultural impact as a Black artist redefine artistry beyond Swift's songwriting volume and commercial dominance. Searched 22. Claude Opus 5 (Low Reasoning)Anthropic Beyoncé62% Swift owns songwriting and scale, but Beyoncé's voice, body of work from Lemonade to Renaissance to Cowboy Carter, and stagecraft push artistry further. 23. MiniMax M3MiniMax Beyoncé62% Cultural footprint, vocal range, and boundary-pushing albums (Lemonade, Renaissance, Cowboy Carter) give her the edge over Taylor's unmatched songwriting reach. 24. Mercury 2.5Inception Beyoncé72% Beyoncé redefines live performance and cultural artistry with a flawless catalog that transcends genre and time. 25. Muse Spark 1.2 (Minimal Reasoning)Meta Beyoncé68% Unmatched vocal power, genre-shattering range and generation-defining live artistry put her ceiling highest. 26. Hy4 PreviewTencent Beyoncé68% Vocal range, live performance, and genre-shaping ambition give her the edge; Swift's songwriting is genius, but Beyoncé commands the whole art form. 27. Gemma 4 31BGoogle Beyoncé100% Her unmatched vocal technicality and boundary-pushing live performances set the gold standard for musical artistry. 28. GPT-5.6 LunaOpenAI Beyoncé58% Beyoncé’s command of voice, performance, visual storytelling, and genre-spanning reinvention makes her the more complete artist. 29. Laguna XS 2.1Poolside Beyoncé75% Beyoncé's artistic evolution, cultural impact, and boundary-pushing creativity across visual albums and empowerment anthems define her as a greater artist. 30. DeepSeek V4.1 FlashDeepSeek Beyoncé72% She redefined pop, R&B and live performance across 25+ years, and her albums are studied as art — influence no one else has sustained that long. 31. Llama 4 MaverickMeta Beyoncé80% Beyoncé's innovative fusion of genres and captivating live performances edge out Taylor Swift's pop crossover appeal. 32. Gemini 3.5 Flash-Lite (Minimal Reasoning)Google Beyoncé95% Beyoncé commands unparalleled vocal mastery, visionary live production, and cultural legacy across genres. 33. Seed 2.1 TurboByteDance Taylor Swift55% As a songwriter with full creative command across genre shifts and a decade of culturally defining lyricism that reshaped the music industry on her own terms, she edges ahead. 34. Parallel LiteParallel Beyoncé90% Beyoncé is an unmatched vocal power, visionary performer, and cultural icon whose genre-defying art continuously reshapes modern music. 35. gpt-oss-20b (Low Reasoning)OpenAI Beyoncé85% Beyoncé’s global influence, record sales, cultural impact, and artistic versatility outpace Taylor Swift’s. Searched 36. Sabiazinho 4Maritaca AI Beyoncé85% Beyoncé’s genre-defining influence, vocal mastery, and boundary-pushing performances cement her as the greater artist. 37. Gemini 3.1 Flash-Lite (Minimal Reasoning)Google Beyoncé85% Beyoncé’s unparalleled vocal precision, groundbreaking stage performance, and mastery of visual albums set a standard for artistry that has redefined pop and R&B for over two decades. 38. Grok 4.6 (High Reasoning)xAI Beyoncé61% Greater artist means voice, vision, and stage as one instrument—Beyoncé still owns that, even against Taylor's historic songwriting run. 39. GLM-5.3 (Low Reasoning)Z.AI Beyoncé72% Four decades of reinvention, era-defining vocal and live performance mastery, and cultural force across genres — artistry measured at its deepest peak, not just its loudest. 40. Qwen3.8 27BQwen Beyoncé78% She is a one-woman orchestra — a vocalist, choreographer, director and genre-shifter who redefined the whole concept of a pop performance, from Super Bowls to the Renaissance. Searched 41. Sabiá 4Maritaca AI Beyoncé95% Beyoncé's vocal mastery, stage innovation, and cultural impact define an era; she's a once-in-a-generation force. 42. DeepSeek V4 Pro 0813DeepSeek Beyoncé87% Beyoncé pioneered eras defined by cohesive albums, choreography, and cultural heft—Swift is a titan of narrative songcraft, but Beyoncé's boundary-breaking artistry and influence set the standard. 43. GLM-5.2Z.AI Beyoncé58% Beyoncé's vocal mastery, groundbreaking visual albums, and cultural redefinitions give her the edge in artistry, even though Swift's songwriting and commercial dominance are legendary. 44. Solar Pro 3Upstage Beyoncé90% Her visual storytelling and live spectacle redefine pop performance. 45. Aion 3.0 Mini (Reasoning)Aion Labs Beyoncé65% She has the most Grammys of any artist ever and her vocal ability, stagecraft, and genre-spanning influence are unmatched. Searched 46. Kimi K2.6Moonshot Beyoncé62% Beyoncé's vocal mastery, visual innovation, and cultural impact across R&B, pop, hip-hop, and dance span decades with fewer commercial pivots and more artistic reinvention. 47. Nemotron 3 UltraNVIDIA Beyoncé85% Beyoncé's unmatched 35 Grammy wins, genre-defining visual albums, and peerless performance craftsmanship set the gold standard for artistry in modern music. Searched 48. Muse Glimmer 30B (Low Reasoning)Meta Beyoncé72% Beyoncé's vocal control, stagecraft and genre-spanning innovation set a broader artistic benchmark. 49. Seed 2.0 MiniByteDance Beyoncé87% She has redefined Black artistry, genre fluidity, and live performance while building a career defined by cultural impact and consistent artistic evolution across three decades. 50. GPT-6 Astra (Medium Reasoning)OpenAI Beyoncé90% Swift wins on diaristic songwriting, but Beyoncé’s voice, movement, visual imagination and album-length ambition make her the greater all-around artist. 51. DeepSeek V4 FlashDeepSeek Beyoncé62% Beyoncé is the complete artist — voice, dance, live show, visual albums — and she reshaped pop's sound and stagecraft while doing it. 52. Nemotron 3.5 LightningNVIDIA Beyoncé85% Her boundary-crossing music, innovative production, and cultural impact redefine pop and R&B with every album. 53. Aion 3.0 (Reasoning)Aion Labs Beyoncé72% Most Grammys ever, unmatched vocal and performance ability, decades of cultural dominance and reinvention across genres give her the edge. 54. GLM-4.7 FlashZ.AI Beyoncé85% Her vocal range, songwriting mastery and record-shattering global tours combine a technological perfection with raw artistry unmatched by anyone else. 55. Granite 4.2 8BIBM Taylor Swift0% 56. Nemotron 3 Nano 30BNVIDIA Beyoncé78% Her live performances blend historic cultural impact, vocal mastery, and genre-defying innovation that consistently push artistic boundaries on a global scale. 57. GPT-5.6 SolOpenAI Beyoncé91% Her unmatched vocals, commanding performance, visual ambition, and genre-spanning innovation make her the more complete artist. 58. Grok 4.5 (High Reasoning)xAI Beyoncé62% Superior vocal range, visionary performance craft, and genre-redefining albums edge out Taylor’s unmatched songwriting and cultural ubiquity. 59. GLM-4.7Z.AI Beyoncé60% She has lived long enough to see herself become the villain—and turned it into art. 60. LongCat 2.0Meituan Beyoncé78% 30 Grammys, genre-defining albums, and a Super Bowl halftime show that reset the bar — Beyoncé's cultural footprint is deeper and wider. 61. Granite 4.0 MicroIBM Taylor Swift85% Taylor Swift's songwriting depth, genre versatility, and enduring cultural impact make her the stronger artistic force. 62. Parallel BaseParallel Beyoncé85% Beyoncé redefined modern pop iconography through groundbreaking visual albums, unmatched vocal range, and unmatched stage performance mastery. 63. Mistral Small 3Mistral Beyoncé85% Beyoncé’s genre-spanning artistry, cultural impact, and vocal mastery define her as the greater artist. 64. SonarPerplexity Beyoncé78% Beyoncé’s vocal command, performance scale, and influence across pop, R&B, and live spectacle make her the more complete artist. 65. Aion 2.0 (Reasoning)Aion Labs Beyoncé75% Broader artistic range, deeper cultural impact, and decades of reinvention — Queen Bey sets the standard. 66. Claude Sonnet 5 (Low Reasoning)Anthropic Beyoncé62% Unmatched vocal power, choreography, and genre-spanning albums (Lemonade, Renaissance) make her the more complete artist. 67. Gemini 3.6 Flash (Medium Reasoning)Google Beyoncé75% Beyoncé redefined modern pop performance and vocal mastery across iconic, genre-bending visual albums. 68. Gemini 3.8 Flash (Medium Reasoning)Google Beyoncé55% Beyoncé pairs unmatched vocal prowess and visionary live performance with genre-defying albums that redefine cultural benchmarks. 69. gpt-oss-120b (Low Reasoning)OpenAI Beyoncé85% Beyoncé’s groundbreaking visual albums and cultural impact have reshaped pop music and activism like no other artist. 70. Nova 2 LiteAmazon Beyoncé85% Beyoncé’s cultural impact, vocal range, and consistent innovation set her apart. Searched 71. Claude Haiku 4.5Anthropic I need to think carefully about this before committing to a public answer 72. GLM-5.3 Flash (Max Reasoning)Z.AI Beyoncé70% Beyoncé commands voice, dance, and visual storytelling at once and has reinvented pop for three decades — Swift writes great songs, but Beyoncé builds whole worlds. 73. Aion-RP 1.0 (8B)Aion Labs Beyoncé98% Beyoncé's artistry transcends genres and generations, embodying a level of technical proficiency, creative vision, and cultural impact that places her ahead of Taylor Swift. 74. Ling 3.0 FlashInclusionAI Beyoncé72% Beyoncé's cultural impact spans music, film, and activism with a consistency that redefines what a solo artist can achieve. 75. Sonar Reasoning ProPerplexity Beyoncé72% Beyoncé fuses visionary production, virtuosic vocals, and culture-shifting concepts into albums that redefined pop, R&B, and visual music. 76. Mistral Medium 3.5Mistral Beyoncé98% Unmatched vocal power, genre-defining artistry, and cultural impact across three decades. 77. PUUnion AlphaUndisclosed maker Beyoncé72% No one else fuses voice, choreography, visuals and genre reinvention — Lemonade to Renaissance to Cowboy Carter is unmatched artistry. Searched 78. Grok 4.7 (High Reasoning)xAI Beyoncé71% Beyoncé is the fuller artist: a rare voice, total command of the stage, and albums that work as cinema, not just hit factories. 79. MiMo V2.6 FlashXiaomi Beyoncé55% Broader craft, stronger vocal range, and bolder reinvention across genres, film, and culture. 80. Claude Opus 5.5 (High Reasoning)Anthropic Beyoncé58% Swift is the better songwriter, but Beyoncé combines voice, dance, visuals and genre-bending albums like Lemonade and Renaissance at a level no one else reaches. 81. GPT-6 Sol (Medium Reasoning)OpenAI Beyoncé82% Her voice, performances, and genre-shifting albums give her the broader artistic range. 82. GPT-6 Luna (Medium Reasoning)OpenAI Beyoncé78% Beyoncé’s vocal command, live performance, and visual ambition make her the more complete artist. 83. MiMo V2.6 ProXiaomi Beyoncé62% Swift is the sharper songwriter, but Beyoncé has the greater instrument — voice, stagecraft, and vision all at once — and she keeps reinventing what the art form can be. Didn't answer in time or errored: Nemotron 3 Super, Llama 4 Scout. AI consensus 89% Beyoncé 74 of 83 models Models : 83 Labs : 28 Searched : 9 [Share on X](https://x.com/intent/post?text=89%25%20of%2083%20AI%20models%20say%20Beyonc%C3%A9.%20Taylor%20Swift%20or%20Beyonc%C3%A9%3F%0A%0Ahttps%3A%2F%2Fstudyarena.com%2Fevery-ai%2Ftaylor-swift-or-beyonce%3Futm_source%3Dshare%26utm_medium%3Dx%26utm_campaign%3Devery_ai_page) ## Disagree with the robots? Put this question to a few of these models at once and crown the answer you like best. [Run it in the arena](/?q=Who%20is%20the%20greater%20artist%3A%20Taylor%20Swift%20or%20Beyonc%C3%A9%3F%20You%20must%20choose%20one.&go=1) Answers are generated by the models themselves. Predictions are for fun, not betting advice. Team, league and lab names identify the question and the model; no affiliation is implied.