The Amazon Nova Family of Models: Technical Report and Model Card

作者：Amazon AGI, Langford, Aaron, Aayush Shah, Gupta, Abhanshu, Abhimanyu Bhatter, Abhinav Goyal, Abhinav Mathur, Abhinav Mohanty, Abhishek Kumar, Abhishek Sethi, Abi Komma, A. Román Peña, Achin Jain, Adam Kunysz, Adam Opyrchal, Adarsh Singh, Aditya Rawal, Adok Achar Budihal Prasad, Adrià de Gispert, Kumar, Agnika, Aishwarya Aryamane, Ajay Nair, Manoharan Akilan, Akshaya Iyengar, Akshaya Vishnu Kudlu Shanbhogue, A. He, Alessandra Cervone, Alex Loeb, Alex Zhang, Alex Z. Fu, Alexander Lisnichenko, Alexander Zhipa, Alexandros Potamianos, Ali Kebarighotbi, Aliakbar Daronkolaei, Alok Parmesh, Amanjot Kaur Samra, Khan, Ameen, A Casillas-Ramı ́rez, Amir Saffari, Amit Agarwalla, Amit Jhindal, Amith R Mamidala, Ammar Asmro, Amulya Ballakur, Anand Mishra, Sridharan, Anand, Anastasiia Dubinina, Lenz, Andre, Andreas Doerr, Keating, Andrew, Leaver, Andrew, Andrew Smith, Andrew Wirth, Davey, Andy, Andy Rosenbaum, Sohn, Andy, Angela Chan, Chakrabarti, Aniket, Anil Ramakrishna, Anirban Roy, Anita K. Iyer, Anjali Narayan-Chen, Ankith Yennu, A. Dąbrowska, Anna Gawlowska, Anna Rumshisky, Anna Turek, Anoop Deoras, Anton Bezruchkin, Anup Kumar Prasad, Dewan, Anupam, Anwith Kiran, Apoorv Gupta, Aram Galstyan, Arumigum Manoharan, Arijit Biswas, Arindam Mandal, Arpit Gupta, Pathan, Arsamkhan, Nagarajan, Arun, Arushan Rajasekaram, Arvind Sundararajan, Ashwin Ganesan, Ashwin Swaminathan, Athanasios Mouchtaris, Audrey Champeau, Avik Ray, Ayush Jaiswal, Ayush Sharma, Bailey Keefer, Balamurugan Muthiah, Beatriz Leon-Millan, Koopman, Ben, Bin Li, Biggs, Benjamin, Benjamin Ott, Bhanu Vinzamuri, Bharath Venkatesh, Bhavana Ganesh, Bhoomit Vasani, Bill Byrne, Hsu, Bill, Bincheng Wang, B. King, Blazej Gorny, Bo Feng, B. Zheng, Paul, Bodhisattwa, Bofan Sun, Bofeng Luo, Bowen Chen, Bowen Xie, Boya Yu, Brendan Jugan, Brett Panosh, Brian Collins, Brian Thompson, Can Karakus, Can Liu, Lambrecht, Carl, Lin, Carly, Carolyn Wang, Carrie Yuan, Casey Loyda, Cezary Walczak, Chalapathi Choppa, Chandana Satya Prakash, Chankrisna Richy Meas, Charith Peris, Charles Recaido, Caizhi Xu, Charul Sharma, Chase Kernan, Chayut Thanapirom, Chengwei Su, Chenhao Xu, Yin, Chenhao, Chentao Ye, Chenyang Tao, Chethan M. Parameshwara, Ching-Yun Chang, Chong Li, Chris Hench, Chris Tran, Christophe Dupuy, Christopher Davis, Christopher DiPersio, Christos Christodoulopoulos, Christy Li, Chun Chen, Claudio Delli Bovi, Clement Chung, Cole Hawkins, C. L. Harris, Corey Ropell, Cynthia Y. He, DK Joo, Dae Yon Hwang, Dan Rosen, Daniel Elkind, Daniel Pressel, Daniel Zhang, Danielle Kimball, Daniil Sorokin, Dave Goodell, Davide Modolo, Dawei Zhu, D.K. Suresh, Deepti Ragha, Denis Filimonov, Denis Foo Kune, Rodriguez, Denis Romasanta, Devamanyu Hazarika, Dhananjay Ram, Dhawal Parkar, Patel, Dhawal, Desai, Dhwanil, Rajput, Dinesh Singh, Disha Sule, Diwakar Singh, Dmitriy Genzel, Goldenberg, Dolly, Dongyi He, Dumitru Hanciu, Dushan Tharmal, Dzmitry Siankovich, Edi Cikovic, Abraham, Edwin, Ekraam Sabir, Olson, Elliott, Emmett Steven, Emre Barut, Eric S. Jackson, Eveline Y. Wu, Evelyn Chen, Ezhilan Mahalingam, Fabian Triefenbach, Fan Yang, Fangyu Liu, Fanzi Wu, Faraz Tavakoli, Farhad Khozeimeh, Feiyang Niu, Felix Hieber, Feng Li, Firat Elbey, Krebs, Florian, Florian Saupe, Florian Sprünken, Frank Fan, F.A. Khan, Gabriela De Vincenzo, Gagandeep Kang, G Ding, George He, George Yeung, Ghada Qaddoumi, Giannis Karamanolakis, Goeric Huybrechts, Gokul Maddali, Gonzalo Iglesias, McShane, Gordon, Gizem Aytekin Şahin, Guangtai Huang, Gukyeong Kwon, Gunnar A. Sigurdsson, Gurpreet Chadha, Gururaj Kosuru, Hagen Fuerstenau, Hah Hah, Haja Maideen, Hajime Hosokawa, Han Liu, Hsu, Han-Kai, Wang, Hann, H. N. Li, Yang, Hao, Haofeng Zhu, Haozheng Fan, Harman Preet Singh, Harshavardhan Kaluvala, Saeed, Hashim, Xie He, Helian Feng, Luo, Hendrix, Hengzhi Pei, Henrik Nielsen, Hesam Ilati, Himanshu Patel, Hongshan Li, Hongzhou Lin, Raza Hussain, Ian Cullinan, Imre Kiss, Inbarasan Thangamani, Indrayani Fadnavis, Ionut Sorodoc, Irem Ertuerk, Iryna Yemialyanava, Ishan Soni, Ismail Jelal, Ivan Tse, FitzGerald, Jack, Jack Zhao, Jackson Rothgeb, J. Lee, Jake Jung, Jakub Debski, J. Tomczak, James Jeun, James O. Sanders, Jason Crowley, Lee, Jay, Jayakrishna Anvesh Paidy, Tiwari, Jayant, Farmer, Jean, Jeff Solinsky, Lau, Jenna, Jeremy Savareese, J. Zagorski, J. P. Dai, Jiacheng, Gu, Jiahui Li, jian jian, Zheng Zheng, Jianhua Lü, Jianhua Wang, Jiawei Dai, Jiawei Mo, Jiamin Xu, Jie Liang, Jie Yang, Logan, Jim, Jimit Majmudar, Liu, Jing, Miao, Jinghong, Jingru Yi, Jingyang Jin, Jiun-Yu Kao, Jixuan Wang, Jiyang Wang, Pemberton, Joe, Joel Carlson, Joey Blundell, John Chin-Jew, John He, Jonathan Ho, Jonathan Hueser, Lunt, Jonathan, Jooyoung Lee, Joshua Tan, Joyjit Chatterjee, Judith Gaspers, Jue Wang, Jun Fang, Jun Tang, Jun Wan, Jun Wu, Junlei Wang, Junyi Shi, Justin Chiu, Justin Satriano, Yee, Justin, Jwala Dhamala, Jyoti Bansal, Kaiyuan Zhen, Kai-Wei Chang, Kaixiang Lin, Kalyan Raman, Kanthashree Mysore Sathyendra, Karabo Moroe, Karan Bhandarkar, Kothari, Karan, Karolina Owczarzak, Karthick Gopalswamy, Ravi, Karthick, K. Ramakrishnan, Karthika Arumugam, Mehta, Kartik, Katarzyna Konczalska, Kavya Ravikumar, Khai Tran, Kechen Qin, Kelin Li, Kelvin W. Li, Ketan Kulkarni, Rodrigues, Kevin Angelo, Keyur Patel, Khadige Abboud, Kiana Hajebi, Klaus Reiter, Kathy Schultz, Krishna Anisetty, Krishna Kotnana, Kristen Li, Kruthi Channamallikarjuna, Krzysztof Jakubczyk, Kuba Pierewoj, Kunal Pal, Kunwar Veer Vikram Srivastav, Kyle Bannerman, Lahari Poddar, Lakshmi Prasad, Tseng, Larry, Naik, Laxmikant, Leena Chennuru Vankadara, Lenon Minorics, Liu, Leo, Leonard Lausen, Leonardo F. R. Ribeiro, Li Zhang, Lili Gehorsam, Qi Ling, Lisa Bauer, Knapp, Lori, Lu Zeng, Lucas Tong, Wong, Lulu, Luoxin Chen, Maciej Rudnicki, Mahdi Namazifar, Mahesh Jaliminche, Maira Ladeira Tanke, Gupta, Manasi, Mandeep Ahlawat, Manika Khanuja, Sundaram, Mani, Marcin Leyk, Mariusz Momotko, Markus Boese, Markus Dreyer, Markus S. Mueller, Mingye Fu, Mateusz Górski, Mateusz Mastalerczyk, Mora, Matias, Matt Johnson, Scott, Matt, Matthew Wen, Max Barysau, Maya Boumerdassi, Krishnan, Maya, Mayank Gupta, Mayank Hirani, Kulkarni, Mayank, Meganathan Narayanasamy, Melanie Bradford, Melanie Gens, Burke, Melissa, Jin, Meng, Miao Chen, Michael Denkowski, Michael Heymel, Krestyaninov, Michael, Michal Obirek, Michalina Wichorowska, Michał Miotk, Milosz Watroba, Mingyi Hong, Mingzhi Yu, Liu, Miranda, Mohamed G. Gouda, Mohammad El-Shabani, Mohammad Ghavamzadeh, Mohit Bansal, Morteza Ziyadi, Nan Xia, Nathan Susanj, Bhasin, Nav, Goswami, Neha, Nehal Belgamwar, Nicolas Anastassacos, Nicolas Bergeron, Nidhi Jain, Nihal Jain, Niharika Chopparapu, Ningbo Xu, Nikko Ström, Nikolaos Malandrakis, Nimisha Mishra, Ninad Parkhi, Ninareh Mehrabi, Nishita Sant, Nishtha Gupta, Nitesh Sekhar, Nithin Rajeev, Chidambaram, Nithish Raja, Nitish Dhar, Noor Bhagwagar, Noy Konforty, O. K. Ajay Babu, Omid Razavi, Orchid Majumder, O. Dar, Oscar Hsu, Pablo Kvitca, Pallavi Pandey, Parker Seegmiller, Patrick Lange, Paul J. Ferraro, Payal Motwani, Pegah Kharazmi, Pei Wang, Pengfei Liu, Peter Bradtke, Peter Götz, Zhou, Peter, Pichao Wang, Piotr Poskart, Pratik Sonawane, Pradeep Natarajan, Pradyun Ramadorai, Shah, Pralam, Prasad Nirantar, Prasanthi Chavali, Prashan Wanigasekara, Prashant Saraf, Dey, Prashun, P.R. Pant, Pradhan, Prerak, Preyaa Patel, Priyanka Dadlani, Prudhvee Narasimha Sadha, Qi Dong, Qian Hu, Qiaozi, Dianshuai Gao, Q. Liu, Quinn Lam, Quynh Do, R. Manmatha, Willis, Rachel, Liu, Rafael, Rafal Ellert, Rafal Kalinski, Rafi Al Attrach, Prasad, Ragha, Prasad, Ragini, Raguvir Kunani, Rahul Gupta, Rahul Sharma, R.N. Tewari, Rajaganesh Baskaran, Rajan Singh, Rajiv Gupta, Rajiv Reddy, Rajshekhar Das, Rakesh Chada, R. Mahesh, R. Chandrasekaran, Ramesh Nallapati, Xue, Ran, Rashmi Gangadharaiah, Ravi Rachakonda, R Y Zhang, Rexhina Blloshmi, Rishabh Agrawal, Robert Enyedi, Lowe, Robert, Shrestha, Robik, Robinson Piramuthu, Rohail Asad, Rohan Khanna, Rohan Mukherjee, Rohit Mittal, Rohit Prasad, Kumar, Rohith Mysore Vijaya, Ron Diamant, Ruchita Gupta, Ruiwen Li, Ruoying Li, Rushabh Fegade, Ruxu Zhang, Ryan Arbow, Ryan Chen, Ryan Gabbard, Ryan Hoium, Ryan S. King, Iyer, Sabarishkumar, Malick, Sachal, Sahar Movaghati, Sai Balakavi, Jakka, Sai, Sai Kashyap Paruvelli, Sai Muralidhar Jayanthi, Mujumdar, Saicharan Shriram, Kapoor, Sainyam, Sajjad Beygi, Saket Dingliwal, Saleh Soltan, Sam Ricklin, Sam Tucker, Sinha, Sameer, Samridhi Choudhary, Samson Tan, Samuel Broscheit, Samuel Schulter, Sanchit Agarwal, Sandeep Atluri, Sander Valstar, Shankar, Sanjana, Sanyukta Sanyukta, Khanna, Sarthak, Sarvpriye Khetrapal, S Janakiraman, Saumil Shah, Saurabh Akolkar, S.P. Giri, Saurabh Khandelwal, Saurabh Pawar, Sahu, Saurabh, Huang, Sean, Sejun Ra, Sanghmitra Gopal, Sergei Dobroshinsky, Saba, Shadi, Shamik Roy, Lal, Shamit, Shankar Ananthakrishnan, Sharon Li, Shashwat Srijan, Bhide, Shekhar, S. Tang, Sheng Zha, Shereen Oraby, Mostafa, Sherif, Shiqi Li, S. Bharathi, Prakash, Shivam, Shiyuan Huang, Shreya Yembarwar, Shreyas Pansare, Shreyas Subramanian, Joshi, Shrijeet, Shuai Liu, Shuai Tang, Chandak, Shubham, Shubham Garg, Shubham Katiyar, Shubham Mehta, Shubham Srivastav, Shuo Yang, D S Siddalingesha, Siddharth Choudhary, Siddharth Singh Senger, Simon Babb, Moeini, Sina, Siqi Deng, Siva Loganathan, Slawomir Domagala, Sneha Narkar, Wadhwa, Sneha, Song‐Yang Zhang, Songyao Jiang, Sony Trenous, Soumajyoti Sarkar, Soumya Saha, Reddy, Sourabh, Sourav Dokania, Spurthideepika Sandiri, Spyros Matsoukas, Sravan Bodapati, Sri Harsha Reddy Wdaru, Sridevi Yagati Venkateshdatta, Srikanth Ronanki, Srinivasan Veeravanallur, Sriram Venkatapathy, Sriramprabhu Sankaraguru, Gorantla, Sruthi, Sruthi Karuturi, Stefan Schroedl, Subendhu Rongali, Kundu, Subhasis, Suhaila Shakiah, Sukriti Tiwari, Supriya Bharti, Sumita Sami, Mathew, Sumith, Shuyi Yu, Sunwoo Kim, Suraj Bajirao Malode, Susana Cumplido Riel, Swapnil Palod, Roy, Swastik, Syed Furqhan, Tagyoung Chung, Takuma Yoshitani, Taojiannan Yang, Tejaswi Chillakura, Bajwa, Tejwant, Temi Lajumoke, Thanh Tran, Thomas Gueudré, Thomas Jung, Tianhui Li, Tim Seemman, Timothy Leffel, Tingting Xiang, Tirth Patel, Tobias Domhan, Tobias Falke, Guo, Toby, Gen Li, Tomasz Horszczaruk, Tomasz Jedynak, Kulkarni, Tushar, Tyst Marin, Tytus Metrycki, Tianyang Wang, Umang Jain, Upendra Singh, Utkarsh Chirimar, Vaibhav Gupta, Vanshil Shah, V. K. Deshpande, Varad Gunjal, Varsha Srikeshava, Varsha Vivek, V. Kamesh Bharadwaj, Varun Gangal, Varun Kumar, Venkatesh Elango, Vicente Ordóñez, Víctor Soto, Vignesh Radhakrishnan, Patel, Vihang, Vikram Singh, Vinay Varma Kolanuvada, Vinayshekhar Bannihatti Kumar, Vincent Auvray, Vincent Cartillier, Vincent Ponzo, Vivian Peng, Vishal Khandelwal, Vishal Naik, Sahasrabudhe, Vishvesh, Korolev, Vitaliy, Vivek Gokuladas, V. S. Madan, Vivek Subramanian, Volkan Cevher, Vrinda Gupta, Wael Hamza, Wei Zhang, Weitong Ruan, Weiwei Cheng, Wen Zhang, Wenbo Zhao, Yao Wenyan, Ouyang, Wenzhuo, Wesley Dashner, William J. Campbell, William Lin, Willian Martin, Wyatt Pearson, Xiang Jiang, X. L. Lu, Xiangyang Shi, Xianwen Peng, Xiaofeng Gao, Xiaoge Jiang, Xiaohan Fei, Xiaohui Wang, Zhou, Xiaozhou Joey, Xin Feng, Xinyan Zhao, Xinyao Wang, X. Z. Li, Xu Zhang, Xuan Wang, Xuandi Fu, Xueling Yuan, Xuning Wang, Yadunandana Rao, Yair Tavizon, Yan Rossiytsev, Yanbei Chen, Yang Liu, Yang Zou, Yangsook Park, Yannick Versley, Yanyan Zhang, Yash Patel, Yen-Cheng Lu, Yi Pan, Yi-Hsiang, Loi Lei Lai, Yichen Hu, Yida Wang, Yiheng Zhou, Xiang, Yilin, Ying Shi, Ying Wang, Yishai Galatzer, Yongxin Wang, Shen, Yorick, Y. J. Sun, Yudi Purwatama, Yue Yue, Chao Wu, Yue Gui, Yuechun Wang, Yujun Zeng, Yuncong Chen, Yunke Zhou, Yusheng Xie, Yvon Guy, Zbigniew Ambrozinski, Zhaowei Cai, Zhen Zhang, Z. Wang, Zhenghui Jin, Zhewei Zhao, Zhiheng Li, Zhiheng Luo, Zhikang Zhang, Zhilin Fang, Zhiqi Bu, Zhiyuan Wang, Zhizhong Li, Zijian Wang, Zimeng, Qiu, Z.C. Li · 发表于：arXiv (Cornell University) · 年份：2025 · DOI：10.48550/arxiv.2506.12103 · 被引用次数：2 · 研究领域：Model-Driven Software Engineering Techniques、BIM and Construction Integration、3D Modeling in Geospatial Applications

We present Amazon Nova, a new generation of state-of-the-art foundation models that deliver frontier intelligence and industry-leading price performance. Amazon Nova Pro is a highly-capable multimodal model with the best combination of accuracy, speed, and cost for a wide range of tasks. Amazon Nova Lite is a low-cost multimodal model that is lightning fast for processing images, video, documents and text. Amazon Nova Micro is a text-only model that delivers our lowest-latency responses at very low cost. Amazon Nova Canvas is an image generation model that creates professional grade images with rich customization controls. Amazon Nova Reel is a video generation model offering high-quality outputs, customization, and motion control. Our models were built responsibly and with a commitment to customer trust, security, and reliability. We report benchmarking results for core capabilities, agentic performance, long context, functional adaptation, runtime performance, and human evaluation.