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SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

17 February 2025

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Papers citing "SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?"

43 / 43 papers shown

Title
CostNav: A Navigation Benchmark for Cost-Aware Evaluation of Embodied Agents Haebin Seong Sungmin Kim Minchan Kim Yongjun Cho Myunchul Joe ... Yoonshik Kim Samwoo Seong Yubeen Park Youngjae Yu Yunsung Lee 76 0 0 25 Nov 2025
UpBench: A Dynamically Evolving Real-World Labor-Market Agentic Benchmark Framework Built for Human-Centric AI Darvin Yi Teng Liu Mattie Terzolo Lance Hasson Ayan Sinh Pablo Mendes Andrew Rabinovich 32 0 0 15 Nov 2025
Analyzing Political Text at Scale with Online Tensor LDA Sara Kangaslahti Danny Ebanks Jean Kossaifi Anqi Liu R. Alvarez A. Anandkumar 52 0 0 11 Nov 2025
Remote Labor Index: Measuring AI Automation of Remote Work Mantas Mazeika Alice Gatti Cristina Menghini Udari Madhushani Sehwag Shivam Singhal ... Summer Yue Alexandr Wang Bing Liu Ernesto Hernandez Dan Hendrycks 91 2 0 30 Oct 2025
MSC-Bench: A Rigorous Benchmark for Multi-Server Tool Orchestration Jia-Kai Dong I-Wei Huang Chun-Tin Wu Yi-Tien Tsai 80 0 0 22 Oct 2025
Empowering Real-World: A Survey on the Technology, Practice, and Evaluation of LLM-driven Industry Agents Yihong Tang Kehai Chen Liang Yue Jinxin Fan Caishen Zhou ... Kaiyang Guo Xingshan Zeng Wenjing Cun L. Shang Min Zhang LLMAG 118 0 0 20 Oct 2025
PricingLogic: Evaluating LLMs Reasoning on Complex Tourism Pricing Tasks Y. Liu D. Zhu Zena Al-Khalili Dai Cheng Yanjun Chen Dietrich Klakow Wei Zhang Xiaoyu Shen 48 0 0 14 Oct 2025
UnitTenX: Generating Tests for Legacy Packages with AI Agents Powered by Formal Verification Yiannis Charalambous Claudionor N. Coelho Jr Luis Lamb Lucas C. Cordeiro 64 0 0 06 Oct 2025
GDPval: Evaluating AI Model Performance on Real-World Economically Valuable Tasks Tejal Patwardhan Rachel Dias Elizabeth Proehl Grace Kim Michele Wang ... David Li Michael Sharman Alexandra Barr Amelia Glaese Jerry Tworek AI4TS ALM 108 7 0 05 Oct 2025
The AI Productivity Index (APEX) Bertie Vidgen Abby Fennelly Evan Pinnix Chirag Mahapatra Zach Richards ... Eric Topol Osvald Nitski Eric Topol Brendan Foody Osvald Nitski ALM ELM 65 3 0 30 Sep 2025
InfoAgent: Advancing Autonomous Information-Seeking Agents Gongrui Zhang Jialiang Zhu Ruiqi Yang Kai Qiu Miaosen Zhang ... Yuan Zhang Xin Li Zhaoyi Liu Xin Geng Baining Guo LM&Ro 53 1 0 29 Sep 2025
WebGen-Agent: Enhancing Interactive Website Generation with Multi-Level Feedback and Step-Level Reinforcement Learning Zimu Lu Houxing Ren Yunqiao Yang Ke Wang Zhuofan Zong Junting Pan Mingjie Zhan Jiaming Song LLMAG 61 0 0 26 Sep 2025
Evaluating LLM Generated Detection Rules in Cybersecurity Anna Bertiger Bobby Filar Aryan Luthra Stefano Meschiari Aiden Mitchell Sam Scholten Vivek Sharath 44 0 0 20 Sep 2025
GitTaskBench: A Benchmark for Code Agents Solving Real-World Tasks Through Code Repository Leveraging Ziyi Ni Huacan Wang Shuo Zhang Shuo Lu Ziyang He ... Xin Li Chen-Hao Hu Binxing Jiao Daxin Jiang Pin Lyu 144 4 0 26 Aug 2025
You Don't Know Until You Click:Automated GUI Testing for Production-Ready Software Evaluation Yutong Bian Xianhao Lin Yupeng Xie Tianyang Liu Mingchen Zhuge ... Jiaqi Chen Xiangru Tang Yongxin Ni Sirui Hong Chenglin Wu 72 1 0 17 Aug 2025
Kimi K2: Open Agentic Intelligence Kimi Team Yifan Bai Yiping Bao Guanduo Chen Jiahao Chen ... Qifeng Teng Chensi Wang Dinglu Wang Feng Wang Haiming Wang MoE VLM LRM 120 58 0 28 Jul 2025
Agentic Program Repair from Test Failures at Scale: A Neuro-symbolic approach with static analysis and test execution feedback C. Maddila Adam Tait Claire Chang Daniel Cheng Nauman Ahmad ... Payam Shodjai Killian Murphy James Everingham Aparna Ramani Peter C. Rigby 103 1 0 24 Jul 2025
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Tianze Xu Pengrui Lu Lyumanshan Ye Xiangkun Hu Pengfei Liu ELM 163 5 0 22 Jul 2025
SPICE: An Automated SWE-Bench Labeling Pipeline for Issue Clarity, Test Coverage, and Effort Estimation G. Oliva G. Oliva Gopi Krishnan Rajbahadur Haoxiang Zhang Yihao Chen Zhilong Chen Arthur Leung Dayi Lin Boyuan Chen Ahmed E. Hassan 309 2 0 12 Jul 2025
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity Joel Becker Nate Rush Elizabeth Barnes David Rein 140 30 0 12 Jul 2025
Establishing Best Practices for Building Rigorous Agentic Benchmarks Yuxuan Zhu Tengjun Jin Yada Pruksachatkun Andy K. Zhang Shu Liu ... Sarah Schwettmann Matei A. Zaharia Ion Stoica Percy Liang Daniel Kang 449 8 0 03 Jul 2025
CoRe: Benchmarking LLMs Code Reasoning Capabilities through Static Analysis Tasks Danning Xie Mingwei Zheng Xuwei Liu Jiannan Wang Chengpeng Wang Lin Tan Xiangyu Zhang ALM LRM 92 7 0 03 Jul 2025
ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs Xiyao Wang Zhengyuan Yang Chao Feng Yongyuan Liang Yuhang Zhou ... Chung-Ching Lin Kevin Lin Linjie Li Furong Huang L. xilinx Wang OffRL LRM 238 7 0 11 Jun 2025
Breakpoint: Scalable evaluation of system-level reasoning in LLM code agents Kaivalya Hariharan Uzay Girit Atticus Wang Jacob Andreas LLMAG LRM 89 1 0 30 May 2025
GSO: Challenging Software Optimization Tasks for Evaluating SWE-Agents Manish Shetty Naman Jain Jinjian Liu Vijay Kethanaboyina Koushik Sen Ion Stoica ELM 180 9 0 29 May 2025
Benchmarking and Enhancing LLM Agents in Localizing Linux Kernel Bugs Zhenhao Zhou Zhuochen Huang Yike He Chong Wang Jiajun Wang Yijian Wu Xin Peng Yiling Lou 70 0 0 26 May 2025
WebGen-Bench: Evaluating LLMs on Generating Interactive and Functional Websites from Scratch Zimu Lu Yiran Yang Houxing Ren Haotian Hou Han Xiao Ke Wang Weikang Shi Aojun Zhou Mingjie Zhan Haoyang Li LLMAG 353 13 0 06 May 2025
Cost-of-Pass: An Economic Framework for Evaluating Language Models Mehmet Hamza Erol Batu El Mirac Suzgun Mert Yuksekgonul J. Zou ELM 264 13 0 17 Apr 2025
OpenCodeInstruct: A Large-scale Instruction Tuning Dataset for Code LLMs Wasi Uddin Ahmad Aleksander Ficek Mehrzad Samadi Jocelyn Huang Vahid Noroozi Somshubra Majumdar Boris Ginsburg ALM 223 10 0 05 Apr 2025
Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving Daoguang Zan Zhirong Huang Wei Liu Hanwu Chen L. Zhang ... Jing Su Tianyu Liu Rui Long Kai Shen Liang Xiang 233 36 0 03 Apr 2025
Z1: Efficient Test-time Scaling with Code Zhaojian Yu Yinghao Wu Yilun Zhao Arman Cohan Jinqiang Cui LRM 277 27 0 01 Apr 2025
Survey on Evaluation of LLM-based Agents Asaf Yehudai Lilach Eden Alan Li Guy Uziel Yilun Zhao Roy Bar-Haim Arman Cohan Michal Shmueli-Scheuer LLMAG ELM 413 62 0 20 Mar 2025
CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings Shanghaoran Quan Jiaxi Yang Bowen Yu Jian Xu Dayiheng Liu ... Zeyu Cui Yang Fan Yanzhe Zhang Binyuan Hui Junyang Lin ALM ELM LRM 301 70 0 02 Jan 2025
SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains? John Yang Carlos E. Jimenez Alex Zhang K. Lieret Joyce Yang ... Gabriel Synnaeve Karthik Narasimhan Diyi Yang Sida I. Wang Ofir Press 186 82 0 04 Oct 2024
SciCode: A Research Coding Benchmark Curated by Scientists Minyang Tian Luyu Gao Shizhuo Dylan Zhang Xinan Chen Cunwei Fan ... Tianhua Tao Ofir Press Jamie Callan Eliu A. Huerta Yuan Yao ELM 166 57 0 18 Jul 2024
BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions Terry Yue Zhuo Minh Chien Vu Jenny Chim Han Hu Wenhao Yu ... David Lo Daniel Fried Xiaoning Du H. D. Vries Leandro von Werra 515 342 0 22 Jun 2024
NaturalCodeBench: Examining Coding Performance Mismatch on HumanEval and Natural User Prompts Shudan Zhang Hanlin Zhao Xiao Liu Qinkai Zheng Zehan Qi Xiaotao Gu Xiaohan Zhang Yuxiao Dong Jie Tang ELM 199 22 0 07 May 2024
Concept Induction: Analyzing Unstructured Text with High-Level Concepts Using LLooM Michelle S. Lam Janice Teoh James A. Landay Jeffrey Heer Michael S. Bernstein 207 87 0 18 Apr 2024
LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for CodeInternational Conference on Learning Representations (ICLR), 2024 Naman Jain King Han Alex Gu Wen-Ding Li Fanjia Yan Tianjun Zhang Sida I. Wang Armando Solar-Lezama Koushik Sen Ion Stoica ELM 369 867 0 12 Mar 2024
SWE-bench: Can Language Models Resolve Real-World GitHub Issues?International Conference on Learning Representations (ICLR), 2023 Carlos E. Jimenez John Yang Alexander Wettig Shunyu Yao Kexin Pei Ofir Press Karthik Narasimhan ELM 308 1,186 0 10 Oct 2023
Goal Driven Discovery of Distributional Differences via Language DescriptionsNeural Information Processing Systems (NeurIPS), 2023 Ruiqi Zhong Peter Zhang Steve Li Jinwoo Ahn Dan Klein Jacob Steinhardt 226 61 0 28 Feb 2023
Evaluating Large Language Models Trained on Code Mark Chen Jerry Tworek Heewoo Jun Qiming Yuan Henrique Pondé ... Bob McGrew Dario Amodei Sam McCandlish Ilya Sutskever Wojciech Zaremba ELM ALM 1.0K 7,423 0 07 Jul 2021
Measuring Coding Challenge Competence With APPS Dan Hendrycks Steven Basart Saurav Kadavath Mantas Mazeika Akul Arora ... Collin Burns Samir Puranik Horace He Basel Alomair Jacob Steinhardt ELM AIMat ALM 881 869 0 20 May 2021