---
type: Glossary Term
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"
category: tech
language: en
timestamp: "2026-07-01T15:03:12.954Z"
---

# 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.