{"repo":"Kodezi/Chronos","free":true,"listed":false,"github":"https://github.com/Kodezi/Chronos","clone":"git clone https://github.com/Kodezi/Chronos.git","description":"Kodezi Chronos is a debugging-first language model that achieves state-of-the-art results on SWE-bench Lite (80.33%) and 67% real-world fix accuracy, over six times better than GPT-4. Built with Adaptive Graph-Guided Retrieval and Persistent Debug Memory. Model available Q1 2026 via Kodezi OS.","language":"Java","stars":4912,"topics":["artificial-intelligence","benchmark","benchmark-report","bug-fixing","chronos","code","code-analysis","code-analysis-tool","code-debugger","code-understanding"],"license":null,"category":"ai-agents","readme_excerpt":"Kodezi Chronos The World's First Debugging-First Language Model for Repository-Scale Code Understanding Performance Badges Key Achievements 80.33% SWE-bench Lite • 67.3% Autonomous Debugging • 89% Human Preference • 40% Time Reduction --- Table of Contents - State-of-the-Art Results - SWE-bench Lite Performance - The Debugging Gap - Repository-Specific Results - MRR Benchmark Results - Key Innovations - Architecture - Benchmarks & Evaluation - Research Paper - Getting Started - Repository Structure - Research Highlights - Detailed Performance - Documentation - Contributing - Citation - License --- Model Access Notice Chronos is proprietary and available exclusively through Kodezi OS Timeline Access Details :--------: :------: :-------: Q4 2025 Beta Limited enterprise access Q1 2026 GA Via Kodezi OS This repository contains research paper, benchmarks, and evaluation results only. Get Early Access • Read Paper • View Leaderboard • Documentation --- 🏅 State-of-the-Art Results 📈 SWE-bench Lite Performance Industry-Standard Benchmark Results Rank System Success Rate Instances Lead Year :----: :------- :------------: :---------: :----: :----: 1 Kodezi Chronos 80.33% 241/300 +20.0pp 2025 2 ExpeRepair-v1.0 + Claude 4.5 Sonnet 60.33% 181/300 - 2025 3 Claude 4.5 Sonnet (Bash Only) 14% 42/300 -66.3pp 2025 4 Claude 4.1 Opus (Bash Only) 14.2% 43/300 -66.1pp 2025 5 GPT-4.1 13.8% 41/300 -66.5pp 2025 6 Gemini 2.0 Pro 13.4% 40/300 -67.0pp 2025 20 percentage point absolute lead over second p","default_branch":null,"files":null,"tree":[],"storefront":"/r/Kodezi","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Kodezi/Chronos/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}