How do coding agents compare on SWE-bench Verified?

SWE-bench Verified is the industry standard benchmark evaluating whether an agent can resolve real-world GitHub issues from top open-source repositories. In 2026, leading coding agents solve between 45% and 55% of issues without human intervention.

What is the difference between Cursor and Devin?

Cursor is a human-in-the-loop AI-first IDE optimized for sub-second developer steering, in-editor diffs, and codebase chat. Devin is an asynchronous autonomous software engineer that operates in its own sandboxed virtual machine, running terminals, browser sessions, and full multi-hour development loops.

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💻 CODING & DEV

20 Verified Agents·Updated Daily

Top Coding & Dev AI Agents (2026 Rankings)

Autonomous AI agents capable of planning, reading repository context, debugging, running tests, and generating production-ready pull requests.

AEO Definition & Market Summary45-word direct answer

Autonomous coding AI agents are autonomous software systems that ingest repository context, reason about multi-file dependencies, run test suites, and execute bash commands to resolve software issues end-to-end. Top-performing agents in 2026 score over 50% on SWE-bench Verified and operate within secure sandboxes.

Leading Benchmark: 54.2% SWE-bench Verified

Featured Leaders: Devin & Claude Code

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Showing 20 of 20 AI agents

1DV

Devin✓PaidCoding & Engineering

The world’s first autonomous software engineer capable of building and deploying end-to-end apps.

★ 4.9(23)·by Cognition AI·#autonomous#swe-bench

2CC

Claude Code✓Pay-per-tokenCoding & Engineering

Anthropic’s agentic command-line tool that lives directly in your terminal to understand and edit code.

★ 4.9(15)·by Anthropic·#cli#terminal

3CU

Cursor✓FreemiumCoding & Engineering

The AI-first code editor built as a high-performance fork of VS Code with deep codebase indexing.

★ 4.9(18)·by Anysphere·#ide#vscode

4AI

Aider✓100%Coding & Engineering

The open-source AI pair programming tool in your terminal that works with any LLM and your Git repo.

★ 4.9(15)·by Paul Gauthier·#open-source#cli

5WS

Windsurf✓FreemiumCoding & Engineering

Codeium’s agentic IDE featuring Cascade: a collaborative agent with deep contextual flows.

★ 4.8(14)·by Codeium·#ide#cascade

6OH

OpenHands✓100%Coding & Engineering

The open-source AI software engineer platform capable of autonomous development in Docker containers.

★ 4.8(13)·by All-Hands-AI·#open-source#docker

7CL

Cline✓FreeCoding & Engineering

Autonomous coding agent extension for VS Code with terminal execution, browser testing, and human checkpoints.

★ 4.8(14)·by Cline Community·#vscode-extension#open-source

8BN

Bolt.new✓FreemiumCoding & Engineering

In-browser AI web development agent powered by StackBlitz WebContainers for instant full-stack creation.

★ 4.8(9)·by StackBlitz·#webcontainers#in-browser

9V0

v0 by Vercel✓FreemiumCoding & Engineering

Generative UI and frontend engineering agent specializing in React, Next.js, and shadcn/ui.

★ 4.8(11)·by Vercel·#generative-ui#shadcn

10LV

Lovable✓FreemiumCoding & Engineering

The full-stack AI software engineer for building production-ready web apps with Supabase and GitHub sync.

★ 4.8(9)·by Lovable (GPT Engineer team)·#fullstack#supabase

11RA

Replit Agent✓PaidCoding & Engineering

Autonomous AI software creator that turns natural language into deployed full-stack cloud software.

★ 4.7(9)·by Replit·#cloud-ide#autonomous

12SA

SWE-agent✓100%Coding & Engineering

Princeton NLP’s pioneering open-source autonomous agent that turns language models into software engineers.

★ 4.7(8)·by Princeton NLP·#research#princeton

13SW

Sweep AI✓FreemiumCoding & Engineering

The AI junior developer that turns GitHub issues into tested pull requests automatically.

★ 4.6(6)·by Sweep AI·#github-bot#pull-requests

14CD

Continue.dev✓100%Coding & Engineering

The leading open-source AI code assistant extension for VS Code and JetBrains with full model autonomy.

★ 4.7(8)·by Continue Community·#open-source#jetbrains

15TN

Tabnine✓FreemiumCoding & Engineering

Enterprise-grade AI code assistant prioritizing strict data privacy, IP indemnity, and zero data retention.

★ 4.6(7)·by Tabnine·#enterprise#privacy

16PA

PR-Agent (Qodo)✓FreemiumCoding & Engineering

Autonomous AI pull request reviewer and auto-tester for enterprise engineering teams.

★ 4.7(6)·by Qodo (formerly CodiumAI)·#pull-requests#code-review

17SC

Sourcegraph Cody✓FreemiumCoding & Engineering

Enterprise AI coding assistant powered by Sourcegraph’s multi-repo code graph search.

★ 4.6(5)·by Sourcegraph·#enterprise#multi-repo

18GR

Greptile✓PaidCoding & Engineering

AI code review and codebase question-answering agent with full repository comprehension.

★ 4.6(4)·by Greptile·#code-review#graph-indexing

19CW

GitHub Copilot Workspace✓IncludedCoding & Engineering

GitHub’s task-centric development environment that turns issues into specifications, plans, and code.

★ 4.5(3)·by GitHub / Microsoft·#github#workspace

20AQ

Amazon Q Developer✓FreemiumCoding & Engineering

AWS’s generative AI assistant for software development, legacy code transformation, and cloud operations.

★ 4.5(4)·by Amazon Web Services·#aws#cloud

Developer Q&A

Frequently Asked Questions about Coding & Dev AI Agents

An autonomous coding agent is an AI system that plans and implements software changes without constant human prompting. Unlike autocomplete tools, it reads entire repositories, executes shell commands, runs test suites, diagnoses failure logs, and submits pull requests independently.