Comparison

GitHub Copilot vs SWE-agent

On the evidence we track, GitHub Copilot leads this comparison with a composite score of 56/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

GitHub Copilot full profile →SWE-agent full profile →

Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.

★GitHub Copilot56

SWE-agent35

Attribute comparison across 2 tools
Attribute	GitHub CopilotLeader	SWE-agent
vioscaleAI score	56 / 100medium · 72%	35 / 100medium · 57%
Pricing
Free tierpricing.free_tier	✓	✓
Modelpricing.model	freemium	open_source
Price levelpricing.price_level	low	free
Transparentpricing.transparent	✗	✓
Integrations
Countintegrations.count	25	1
Security
Disclosure policysecurity.disclosure_policy	✓	-
Gdprsecurity.gdpr	✓	-
Iso27001security.iso27001	✓	-
Soc2security.soc2	✓	-
Trust centersecurity.trust_center	https://github.com/security/advanced-security	-
Vulnerabilitiessecurity.vulnerabilities	-	Count: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=go&package_name=github.com%2Fswe-agent%2FSWE-agent&per_page=100 · Last 12m: 0
Reliability
Status pagereliability.status_page	✓	-
Adoption
Dependent reposadoption.dependent_repos	-	0
Github starsadoption.github_stars	-	20,555
Activity
Commits last 30dactivity.commits_last_30d	-	0
Release
Cadence daysrelease.cadence_days	-	16
Historyrelease.history	-	10 items
License
Spdxlicense.spdx	-	MIT
Language
Primarylanguage.primary	-	Python
Market
Availabilitymarket.availability	Available worldwide	Available worldwide · HQ US
Content
Faqcontent.faq	6 items	4 items

Score

vioscaleAI score

GitHub Copilot56 / 100medium · 72%

SWE-agent35 / 100medium · 57%

Pricing

Free tier

GitHub Copilot✓

SWE-agent✓

Model

GitHub Copilotfreemium

SWE-agentopen_source

Price level

GitHub Copilotlow

SWE-agentfree

Transparent

GitHub Copilot✗

SWE-agent✓

Integrations

Count

GitHub Copilot25

SWE-agent1

Security

Disclosure policy

GitHub Copilot✓

SWE-agent–

Gdpr

GitHub Copilot✓

SWE-agent–

Iso27001

GitHub Copilot✓

SWE-agent–

Soc2

GitHub Copilot✓

SWE-agent–

Trust center

GitHub Copilothttps://github.com/security/advanced-security

SWE-agent–

Vulnerabilities

GitHub Copilot–

SWE-agentCount: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=go&package_name=github.com%2Fswe-agent%2FSWE-agent&per_page=100 · Last 12m: 0

Reliability

Status page

GitHub Copilot✓

SWE-agent–

Adoption

Dependent repos

GitHub Copilot–

SWE-agent0

Github stars

GitHub Copilot–

SWE-agent20,555

Activity

Commits last 30d

GitHub Copilot–

SWE-agent0

Release

Cadence days

GitHub Copilot–

SWE-agent16

History

GitHub Copilot–

SWE-agent10 items

License

Spdx

GitHub Copilot–

SWE-agentMIT

Language

Primary

GitHub Copilot–

SWE-agentPython

Market

Availability

GitHub CopilotAvailable worldwide

SWE-agentAvailable worldwide · HQ US

Content

Faq

GitHub Copilot6 items

SWE-agent4 items

Capabilities

Feature-by-feature on the axes that matter for ai coding agents. “-” means undocumented, not absent.

Capability comparison for AI Coding Agents
Capability	GitHub Copilot	SWE-agent
Capabilities
Architecture model	Vs code extension cline	CLI tool aider
Terminal bash execution and self correction loops	✗	✓
Mcp model context protocol integration	✓	✗
Bring your own key byok API support	✗	✓
Multi file diff generation and automated apply	✓	✓
Workspace indexing and semantic codebase search	✓	✗
Browser automation support for visual qa	✗	✗
Privacy mode zero data retention for enterprise	✗	✗
Rag on external documentation urls	✓	✗
Local LLM support via ollama or lmstudio	✗	✗
SOC2 type ii	✓	✗
Mit or apache permissive oss license	✗	-
Pricing model	per_seat	Bring your own key free

Capabilities

Architecture model

GitHub CopilotVs code extension cline

SWE-agentCLI tool aider

Terminal bash execution and self correction loops

GitHub Copilot✗

SWE-agent✓

Mcp model context protocol integration

GitHub Copilot✓

SWE-agent✗

Bring your own key byok API support

GitHub Copilot✗

SWE-agent✓

Multi file diff generation and automated apply

GitHub Copilot✓

SWE-agent✓

Workspace indexing and semantic codebase search

GitHub Copilot✓

SWE-agent✗

Browser automation support for visual qa

GitHub Copilot✗

SWE-agent✗

Privacy mode zero data retention for enterprise

GitHub Copilot✗

SWE-agent✗

Rag on external documentation urls

GitHub Copilot✓

SWE-agent✗

Local LLM support via ollama or lmstudio

GitHub Copilot✗

SWE-agent✗

SOC2 type ii

GitHub Copilot✓

SWE-agent✗

Mit or apache permissive oss license

GitHub Copilot✗

SWE-agent-

Pricing model

GitHub Copilotper_seat

SWE-agentBring your own key free

What each one is

The product in its own terms, so the numbers below have context.

GitHub Copilot

Leader

An AI-powered coding assistant that offers inline code completions, chat assistance in development environments, and code explanations. It helps developers throughout the software development lifecycle with intelligent suggestions and context-aware assistance across multiple platforms.

Independently observed

SWE-agent

A research tool that enables language models like GPT-4o or Claude to autonomously identify and fix issues in GitHub repositories or execute custom coding tasks. Built for flexibility and research extensibility by teams at Princeton and Stanford universities.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

GitHub Copilot

Leader

SubscriptionFree tier

Free tier with limited features; paid plans starting with Pro

FreeFree
- CLI support
- Agent mode
Pro-
- Bing and public repository code search
BusinessContact sales
- Organizational license management
- Policy management
- Bing and public repository code search
EnterpriseContact sales
- Native GitHub.com integration
- Organizational context access
- Advanced policy management

as of 2026-10-02verify ↗

SWE-agent

Open sourceFree tier

as of 2026-08-21verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platform and deployment support comparison
Supports	GitHub Copilot	SWE-agent
WebPlatforms	✓	-
iOSPlatforms	✓	-
AndroidPlatforms	✓	-
macOSPlatforms	✓	-
WindowsPlatforms	✓	-
LinuxPlatforms	✓	-
CLIPlatforms	✓	-
Cloud / SaaSDeployment	✓	-

Platforms

Web

GitHub Copilot✓

SWE-agent–

iOS

GitHub Copilot✓

SWE-agent–

Android

GitHub Copilot✓

SWE-agent–

macOS

GitHub Copilot✓

SWE-agent–

Windows

GitHub Copilot✓

SWE-agent–

Linux

GitHub Copilot✓

SWE-agent–

CLI

GitHub Copilot✓

SWE-agent–

Deployment

Cloud / SaaS

GitHub Copilot✓

SWE-agent–

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

GitHub Copilot

Leader

29 total

Render
Linear Code
CodeRabbit
Codemagic CI/CD
Zenhub
Codacy
Codecov
Qlty Cloud
CircleCI
Azure Pipelines
Imgbot
CodeFactor
Rewind Backups
Percy
Argos Visual Testing
AccessLint
Rollbar
Testspace.com
Zube
Codetree
POEditor
Linear
Rewind Backups for GitHub
PR Scheduler
+5 more

Independently observed

SWE-agent

1 total

GitHub

Independently observed

Still deciding?

GitHub Copilot or SWE-agent: which one depends on you

A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.

Free to run, no account needed to start. How the evaluation works

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.