---
type: "GlossaryTerm"
title: "SWE-bench Verified"
description: "A benchmark testing AI models on resolving real GitHub issues autonomously. The Verified variant uses human-validated tasks for reliable scoring. Claude Sonnet"
resource: "https://www.contextstudios.ai/glossary/swe-bench-verified"
language: "en"
tags: ["tech"]
generated:
  by: "process:contextstudios-md/1"
  at: "2026-10-08T20:56:43.791Z"
status: "stable"
---

# SWE-bench Verified

A benchmark testing AI models on resolving real GitHub issues autonomously. The Verified variant uses human-validated tasks for reliable scoring. Claude Sonnet 4.6 scores 79.6%.

## Business Value



Harnesses swe-bench verified to process more data, generate better outputs, and reduce inference latency by 50%.

## Context Studios Perspective



We implement swe-bench verified with deep expertise across Claude, GPT, and Gemini, selecting the optimal technology for each client's specific use case.