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Aider polyglot Apr 1, 2025 · Refact. However, it has significant limitations: Only tests Python; Relies on just 12 repositories (e. See the polyglot leaderboard of different LLMs and their performance on 225 Exercism problems. Contribute to Aider-AI/aider development by creating an account on GitHub. Refact. ai Agent, powered by Claude 3. aider is AI pair programming in your terminal. Mar 17, 2025 · Aider polyglot benchmark evaluates how well AI can handle real-world programming challengesacross multiple languages. It consists of 225 of the hardest coding exercises from Exercism, covering C++ Aider polyglot benchmark is a collection of programming exercises used for testing and benchmarking purposes. 3% accuracy on Aider's Polyglot Benchmark, which tests AI models on 225 coding exercises across five languages. Aider is a tool that evaluates LLMs on coding exercises and provides feedback. Why Polyglot > SWE Bench. The exercises are sourced from Exercism's language tracks, such as C++, Java, Python, etc. , Django, SymPy) Benchmarked models are often pre-trained on these repos (skewing Dec 21, 2024 · aider compares the performance of coding models on 225 Exercism problems in 6 languages. . SWE Bench is popular and often seen as a key benchmark for AI coding agents. OpenAI's o1 model with "high" reasoning effort achieves 62% accuracy, ahead of other top LLMs like GPT-4 and Qwen. Mar 18, 2025 · The full test set in the Aider polyglot benchmark repo on GitHub. 7 Sonnet, achieves 93. ai Agent uses a fully autonomous, iterative approach that interacts with the development environment and self-tests its solutions. g. hdxtxm orw vjdsnvby wcfjsg cnl czrx diqknv rapoax uevcz ahdal |
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