SWE-bench Verified
A human-validated benchmark of 500 real-world software engineering problems for AI evaluation.
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Overview
SWE-bench Verified is a human-validated subset of 500 samples designed to evaluate AI models' ability to solve real-world software engineering issues. Derived from GitHub issues in popular Python repositories, it challenges AI agents to generate patches that pass unit tests. This benchmark is ideal for researchers and developers focused on advancing AI for software development, offering a robust and reproducible evaluation harness.
Quick Info
Features
A human-validated subset of software engineering problems
Comprises 500 human-validated software engineering samples
Each sample is derived from a GitHub issue from 12 open-source Python repositories
Utilizes a Docker-based evaluation harness for reproducible evaluations
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Frequently asked questions about SWE-bench Verified
Yes, SWE-bench Verified offers a free plan. A human-validated benchmark of 500 real-world software engineering problems for AI evaluation.
SWE-bench Verified is a human-validated subset of 500 samples designed to evaluate AI models' ability to solve real-world software engineering issues. Derived from GitHub issues in popular Python repo...
Key features of SWE-bench Verified include: A human-validated subset of software engineering problems, Comprises 500 human-validated software engineering samples, Each sample is derived from a GitHub issue from 12 open-source Python repositories, Utilizes a Docker-based evaluation harness for reproducible evaluations.
SWE-bench Verified is primarily designed for businesses and professionals. A human-validated benchmark of 500 real-world software engineering problems for AI evaluation.
Popular alternatives to SWE-bench Verified include Mistral AI, Glean, Agentplace. Compare their features on Decod.tech to find the best fit.
SWE-bench Verified remains relevant in 2026. SWE-bench Verified is a human-validated subset of 500 samples designed to evaluate AI models' ability to solve real-world software engineering issues. The pricing model is free. Check reviews and comparisons on Decod.tech to decide.
SWE-bench Verified offers a free plan. You can start for free and upgrade as your needs grow. Visit the official pricing page for details.