Estimated Belliste score, based on the available capabilities, quality, features and pricing information. It is an indicative profile estimate, not an independent benchmark.
How this profile estimate is calculated
Capabilities contribute 35%, quality wording 30%, listed features 20%, and pricing 15% when available. When capability fields are absent, specialization breadth supplies a 25% fallback. Missing categories are omitted and the remaining weights are rescaled. The estimate uses each model’s own published profile; it does not measure answer accuracy or replace a hands-on test.
OverviewGitHub CopilotClaude Code
PriceFree $0/month · Pro $10/user/month · Pro+ $39/user/month · Max $100/user/month. USD; additional usage charges apply.Pro $20/month billed monthly · $200/year prepaid (about $16.67/month) · API access billed separately by usage.
Free planFree plan available with 2,000 monthly completions and limited other usage. Student eligibility and free Pro access for eligible teachers/maintainers have separate conditions. A universal current trial duration is not disclosed on reviewed pricing pages.Claude Free does not include Claude Code. No standard Claude Code free-trial duration is disclosed; promotional offers may differ.
Paid plansIndividual monthly plans: Pro $10, Pro+ $39, Max $100. Business $19/granted seat/month; Enterprise $39/granted seat/month with GitHub Enterprise Cloud. USD; GitHub platform subscriptions and usage charges can be separate. Annual prices are not asserted from the reviewed current pages.Pro: $20/month or $200/year prepaid. Max: from $100/month, with 5x or 20x Pro usage options. Team: Standard $25/seat/month ($20 billed annually); Premium $125 ($100 billed annually). Enterprise: sales-assisted pricing and usage terms. Taxes may apply.
Usage limitsMonthly included AI credits: Pro 1,500 (1,000 base + 500 flex), Pro+ 7,000 (3,900 + 3,100), Max 20,000 (10,000 + 10,000). Flex amounts can change. Business 1,900/seat and Enterprise 3,900/seat pool across licensed users; extra usage $0.01/credit. Token/model consumption and rate limits apply; Actions usage can add charges.Subscription allowances vary by plan, model and task; usage is shared with Claude. Team/Enterprise seats have rolling 5-hour and weekly allowances. Optional usage credits and API usage are billed separately.
QualityBroad IDE and GitHub workflow coverage with local and cloud agents. Results depend on the model, language and repository context; generated code and reviews require developer validation. Belliste has not independently benchmarked accuracy.Supports repository work, test execution and review workflows. Output quality varies with the model, project context and task. Belliste has not conducted a comparative coding benchmark; generated changes require project-specific validation.
FeaturesInline code completion and next edit suggestions · Chat, agent and planning workflows · Multi-file repository changes · Unit-test and documentation generation · Asynchronous cloud agent and pull requests · Copilot code review · MCP integrations and Copilot SDK · BYOK and compatible local model supportMulti-file code generation and editing · Bug investigation and refactoring · Test and documentation generation · Terminal commands and automated checks · Plan Mode and configurable approvals · Parallel agents and background sessions · Local and cloud execution · MCP integrations, skills and project rules · Screenshot-to-code workflows · Git and pull-request workflows
Overview & Compatibility
9 specifications +
SpecificationGitHub CopilotClaude Code
Starting PriceFree $0/month · Pro $10/user/month · Business $19/granted seat/month. USD; usage above included allowances is extra.Pro $20/month billed monthly · $200/year prepaid (about $16.67/month) · API access billed separately by usage.
Tool TypeIDE Assistant / Coding Agent / Code Review; available in editors, terminal, desktop and GitHub.Coding Agent / IDE Assistant; available through CLI, editor integrations, desktop and web.
Primary Use CaseComplete and edit code, understand repositories, implement features, generate tests and review pull requests.Implement features, investigate bugs, refactor repositories and automate development work with an agent that can edit files and run tools.
Best ForIndividual developers and engineering teams using GitHub, supported IDEs and repository-based workflows.Developers and engineering teams working on existing repositories, multi-file changes and repeatable coding workflows.
Access MethodsIDE integrations · Copilot CLI · Copilot desktop app · GitHub.com · GitHub Mobile · SDK. Features differ by surface.CLI · VS Code extension · JetBrains plugin · Claude desktop Code tab · Web; mobile access to cloud sessions.
Supported Operating SystemsCLI: Linux, macOS and Windows through PowerShell or WSL. IDE and desktop availability depend on the client.CLI: Windows, macOS, Linux and WSL. Desktop availability depends on OS; the Linux desktop app is beta. Native Windows and WSL differ in sandbox support.
Supported IDEs & EditorsVS Code, Visual Studio, JetBrains IDEs, Eclipse and Xcode; Vim/Neovim completion integration is also listed by GitHub. Feature coverage varies.VS Code and compatible editors including Cursor; JetBrains IDEs through the Claude Code plugin. Other editors can run the CLI in an integrated terminal.
Programming LanguagesBroad programming-language support. Quality varies by language and training-data coverage; no equal-capability guarantee.Works across source languages using repository files and installed development tools. An exhaustive supported-language list and equal capability across languages are not disclosed.
Framework SupportAssists across many frameworks using source context and project tooling; an exhaustive framework compatibility guarantee is not disclosed.Can work with a project’s framework and tooling. No exhaustive official framework compatibility matrix or framework-specific support guarantee is disclosed.
Coding Capabilities
11 specifications +
SpecificationGitHub CopilotClaude Code
Code CompletionInline completions and next edit suggestions in supported editors. Free: 2,000 completions/month; paid completions are unlimited, subject to rate limits.Traditional as-you-type inline code autocomplete: Not disclosed. Documented editor features include prompted code changes and inline diff review.
Code GenerationGenerates functions, implementation code and application changes from prompts; agents can write files and iterate.Generates source code, new files and feature implementations from natural-language instructions.
Inline Code EditingInline chat and suggested edits in supported editors; users can accept proposed changes. Availability depends on IDE.Selected code and line ranges can be sent from the editor for prompted changes; proposed edits appear in an inline or side-by-side diff for review. This differs from as-you-type autocomplete.
Multi-File EditingAgents can coordinate changes across project files; review diffs before keeping or merging changes.Coordinates changes across multiple files in a repository; results should be checked against project tests.
Code ExplanationExplains selected code, project behavior and coding concepts through chat with repository context.Explains functions, project structure and execution paths using repository context.
RefactoringCan propose or apply targeted refactors through chat and agents; correctness depends on project context and validation.Refactors existing code and updates dependent call sites; can run project checks after changes.
Debugging AssistanceSuggests fixes and investigates failures using source context and available tools; command execution requires an agent-capable surface.Investigates errors, searches relevant code and proposes or implements fixes using logs and project tools.
Test Generation
Agents & Execution
9 specifications +
SpecificationGitHub CopilotClaude Code
Agent Mode & PlanningAsk, Agent and Plan modes in supported IDEs; CLI has planning and execution modes. Administrators can restrict agents.Agentic loop gathers context, makes changes and checks results; Plan Mode separates investigation/planning from implementation.
Terminal Command ExecutionCLI and supported IDE agents can execute shell commands with permission controls; cloud agent runs commands in its environment.Runs shell commands, builds and development tools, subject to permission rules and tools installed in the execution environment.
Automated Test ExecutionAgents can run project tests and linters when the environment and dependencies are configured; generated tests do not imply successful execution.Runs the project’s installed test tools, reads failures and can iterate on fixes. Test infrastructure and dependencies must be available.
Browser InteractionCopilot app connects browser workflows; optional computer use in local CLI/app sessions can interact with desktop applications on macOS and Windows. Tools and permissions must be enabled.Interactive Chrome integration can navigate pages, enter forms, inspect an app and help debug browser behavior; requires the supported browser setup.
Background / Cloud AgentsPaid plans include asynchronous Copilot cloud agent for repository tasks and pull requests. Cloud sandboxes for CLI are public preview.Background local work and cloud sessions are supported. Hosted cloud tasks continue independently of the local laptop and share account usage limits.
Parallel Agent TasksCopilot app manages parallel sessions and repository workstreams; CLI cloud sandboxes support multiple parallel tasks. Capacity depends on available resources and usage.Parallel subagents and concurrent sessions are supported; available capacity and consumption depend on the plan and runtime.
Human Approval ControlsCLI asks approval for tools that modify or execute files, with session allow/deny options. Agent changes and pull requests remain reviewable; policies vary by surface.
AI Models & Codebase Context
8 specifications +
SpecificationGitHub CopilotClaude Code
Supported AI ModelsModel catalog includes GPT-6.1 Sol, GPT-6 Astra/Sol/Luna, Claude Opus 5.5/Sonnet 5.5/Fable 5.1, Gemini 4 Argon, Grok 4.7 and Kimi K3, among others. Access varies by plan, client and policy.Anthropic API aliases currently resolve to Opus 5.5, Sonnet 5.5 and Haiku 5.5. Fable 5.1 and Fable 5 can be selected where eligible. Provider, plan and CLI version affect access.
Model SelectionAutomatic selection and manual model choice on eligible plans/surfaces. Free and Student use Auto; code review does not offer model switching.Manual model picker and /model command; configured defaults, fallback chains and opusplan can switch models automatically.
Bring Your Own API KeyLocal BYOK in supported clients including VS Code, JetBrains, Xcode, CLI, app and SDK. Enterprise BYOK is public preview and requires licensing and enabled policies.Supports an Anthropic API key and credentials for supported cloud providers. API/provider usage is billed under the corresponding account.
Local Model SupportSupported through compatible local BYOK providers; CLI documents Ollama/vLLM-compatible endpoints. CLI models must support tool calling and streaming.Anthropic does not support routing Claude Code to non-Claude models through gateways. Unofficial local-model adapters are outside official support; running the CLI locally does not make Claude inference local.
Codebase Context & IndexingUses editor/project context and repository information to answer questions and edit files. Indexing and retrieval behavior vary by surface; context access follows permissions and exclusions.Builds repository context through file reads, filename/content search and optional code-intelligence plugins. A separate persistent semantic-index specification is not disclosed.
Context WindowDepends on model and client. Selected models offer an optional 1 million-token context in VS Code and Copilot CLI; larger context consumes more AI credits.
Developer Workflow & Integrations
5 specifications +
SpecificationGitHub CopilotClaude Code
Git & Pull RequestsGit-aware CLI workflows and native GitHub issues/pull requests; cloud agent can create branches and PRs and revise changes after feedback.Local Git branches, diffs and commits; PR creation with authenticated tooling. Cloud repository cloning and PR creation require GitHub; other remotes have cloud limitations.
MCP & External IntegrationsMCP servers extend supported clients and SDK with external tools and context. Availability and administrative controls vary by client and organization policy.MCP servers extend tool access; integrations include editor plugins, GitHub Actions, GitLab CI and Slack. Third-party accounts and permissions may be required.
Web SearchCopilot Chat can use Bing web search when enabled; disabled by default in personal settings. Supported IDE workflows expose web search through GitHub skills.Built-in web search and page fetching for documentation, error research and other development context; network and organization policies apply.
API / SDK AccessCopilot SDK exposes agent sessions, streaming, tools, hooks, custom agents and MCP through the CLI runtime. Programmatic CLI and ACP integrations are also documented.Programmatic use through the Claude Agent SDK and non-interactive CLI; SDK documentation is provided for TypeScript and Python. API/provider billing is separate from subscription allowances.
Deployment SupportCan generate deployment configuration and run permitted deployment tools or GitHub Actions workflows. Hosting is provided by the selected external platform; Copilot is not a standalone managed deployment service.Runs user-configured deployment scripts, provider CLIs or MCP tools with permission; no hosting service is included. Deployment credentials and infrastructure costs depend on the chosen provider.
Pricing, Teams & Security
6 specifications +
SpecificationGitHub CopilotClaude Code
Free Plan / TrialFree plan available with 2,000 monthly completions and limited other usage. Student eligibility and free Pro access for eligible teachers/maintainers have separate conditions. A universal current trial duration is not disclosed on reviewed pricing pages.Claude Free does not include Claude Code. No standard Claude Code free-trial duration is disclosed; promotional offers may differ.
Usage Limits / Extra UsageMonthly included AI credits: Pro 1,500 (1,000 base + 500 flex), Pro+ 7,000 (3,900 + 3,100), Max 20,000 (10,000 + 10,000). Flex amounts can change. Business 1,900/seat and Enterprise 3,900/seat pool across licensed users; extra usage $0.01/credit. Token/model consumption and rate limits apply; Actions usage can add charges.Subscription allowances vary by plan, model and task; usage is shared with Claude. Team/Enterprise seats have rolling 5-hour and weekly allowances. Optional usage credits and API usage are billed separately.
Team AdministrationBusiness and Enterprise provide managed seats, policies, usage oversight and organization/enterprise controls. Business $19/seat/month; Enterprise $39/seat/month and requires GitHub Enterprise Cloud.Team/Enterprise support centralized billing, member management and organization settings; Enterprise adds role-based controls and compliance capabilities.
Code Privacy & Data RetentionHosted requests use GitHub/model-provider infrastructure. Individual Free/Pro/Pro+/Max interactions may train models unless opted out; Business/Enterprise data is not used for training. Business/Enterprise default IDE Chat/completion prompts are not retained; other access retains them for 28 days, with engagement data kept two years. Model-specific retention exceptions and BYOK provider policies apply.Remote inference processes selected context. Consumer training follows the user setting: retention 30 days when disabled, 5 years when enabled. Commercial data is not used for training by default; standard retention 30 days. Eligible Enterprise organizations can request ZDR; exceptions apply.
Self-HostingThe managed Copilot service is not offered as a fully self-hosted product. Local CLI execution and local BYOK models are supported; neither hosts the complete GitHub Copilot service.
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Generates unit tests and additional test suites from code or feature requirements.
Creates tests for functions and modules, including edge cases, using the project test framework.
Documentation GenerationCan create or update README files, code comments and project documentation through prompts and agent workflows.Drafts docstrings, API documentation, README content and other project documentation using the supplied code and instructions.
Code ReviewCopilot code review produces pull-request feedback and suggested changes. Paid-plan access, organization policies and usage charges apply.On-demand /code-review in a session; hosted GitHub PR Code Review for Team/Enterprise after setup, with separate usage billing. GitHub Actions and GitLab CI workflows are also supported.
Image-to-CodeImage-capable chat models can turn UI mockups or web-page screenshots into code. Supported attachments and model access vary by client and plan.Accepts screenshots and mockups as context and can generate HTML/CSS or other code matching the supplied design.
Configurable permission modes and allow/deny rules. Manual mode requests file-edit and command approval; Plan mode supports reviewing the approach before implementation.
Execution Isolation / SandboxCloud agent uses an ephemeral firewalled environment with security scans. CLI offers optional local sandboxing and isolated cloud sandboxes; local trust permissions alone are not a sandbox.Optional shell sandbox isolates filesystem/network access on macOS, Linux and WSL2; native Windows shell execution is unsandboxed. File tools, MCP and hooks are outside that shell boundary. Hosted sessions use isolated VMs.
Execution EnvironmentLocal and cloud execution. Hosted-model requests are processed remotely unless a supported local BYOK configuration is used.Both: local CLI/IDE/desktop sessions and cloud sessions. Local execution still uses remote model inference under supported deployments.
Model/provider dependent: current Fable, Opus 5.5, Sonnet 5.5 and Haiku 5.5 support 1M tokens. Older variants can use 200K or an eligible [1m] option; plan settings and compaction affect usable context.
Custom Instructions / RulesRepository custom instructions, reusable prompts, agent skills and custom agents can guide supported workflows; CLI combines applicable instruction files.CLAUDE.md files and scoped .claude/rules instructions define project conventions; settings can also be applied at user, project and organization scopes.
Persistent Project MemoryCopilot Memory: public preview for all paid plans, used by cloud agent, code review, CLI and agentic autofix. Stores repository facts and personal preferences; unused entries expire after 28 days.Auto memory saves useful project information across sessions. Memory is stored separately from the active conversation and user-maintained instruction files.
Self-hosted execution environments are public beta for Team/Enterprise and require admin enablement. They do not provide offline Claude model inference; cloud inference and feature restrictions still apply.
SSO / Enterprise SecurityBusiness and Enterprise offer managed access and organization/enterprise policies. Cloud-agent execution includes firewalls and automated security scanning. SSO and certification scope depend on the GitHub account setup and Copilot Trust Center documentation.SSO on Team/Enterprise; additional enterprise access and compliance controls. Anthropic lists SOC 2 Type II, ISO 27001:2022 and ISO/IEC 42001:2023; verify service scope and contractual requirements.
