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Claude CodeOpenAI CodexCursorGitHub CopilotLovable
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Anthropic

Claude Code

86%
OpenAI

OpenAI Codex

88%

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.

OverviewClaude CodeOpenAI Codex
PricePro $20/month billed monthly · $200/year prepaid (about $16.67/month) · API access billed separately by usage.Free $0/month · Go $8/month · Plus $20/month; monthly USD subscription prices. API usage is billed separately.
Free planClaude Free does not include Claude Code. No standard Claude Code free-trial duration is disclosed; promotional offers may differ.Free access is included with limited model/client availability; Free and Go currently list GPT-6 Luna Standard in desktop, subject to rollout. A universal paid-plan trial duration is not disclosed.
Paid plans
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.
Go $8/month · Plus $20/month · Pro $100, $200 or $500/month. Business: $20/user/month billed annually, or $25 monthly, minimum 2 users. Enterprise/Edu: contact sales. Model and interface access vary; API usage is separate.
Usage limitsSubscription 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.Allowance depends on model, reasoning, speed and task. Plus/Standard Business publish 5-hour estimates; weekly limits may apply. Pro currently has no 5-hour limit. Extra credits and API billing are separate.
SpecializationCoding Agent · Code Generation · Debugging · Refactoring · Code Review · Development AutomationCoding Agent · Code Generation · Debugging · Code Review · Refactoring · Development Automation
QualitySupports 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.Can inspect changes and run project checks when tools are available. Results depend on model, repository context and verification quality. Belliste has not run a comparative benchmark for this profile.
FeaturesMulti-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 workflowsMulti-file code generation and editing · Repository exploration and debugging · Test generation and execution · Local and connected pull-request review · Terminal commands and development tools · Planning, permissions and sandbox controls · Parallel subagents and Git worktrees · Local and cloud execution · AGENTS.md instructions and optional memory · MCP, plugins and external integrations · Screenshot-guided coding · CLI, SDK and app-server automation

Overview & Compatibility

9 specifications +
SpecificationClaude CodeOpenAI Codex
Starting PricePro $20/month billed monthly · $200/year prepaid (about $16.67/month) · API access billed separately by usage.Free $0/month · Go $8/month · Plus $20/month; monthly USD subscription prices. API usage is billed separately.
Tool TypeCoding Agent / IDE Assistant; available through CLI, editor integrations, desktop and web.Coding Agent / IDE Assistant; local development and cloud task workflows.
Primary Use CaseImplement features, investigate bugs, refactor repositories and automate development work with an agent that can edit files and run tools.Implement features, investigate bugs, review changes and automate repository maintenance.
Best ForDevelopers and engineering teams working on existing repositories, multi-file changes and repeatable coding workflows.Individual developers and engineering teams working with repositories, tests and code review.
Access MethodsCLI · VS Code extension · JetBrains plugin · Claude desktop Code tab · Web; mobile access to cloud sessions.Desktop app · CLI · IDE extension/integrations · Web/cloud; mobile cloud access depends on plan and client.
Supported Operating SystemsCLI: Windows, macOS, Linux and WSL. Desktop availability depends on OS; the Linux desktop app is beta. Native Windows and WSL differ in sandbox support.Windows, macOS and Linux; CLI also runs in WSL. Installation, sandboxing and desktop capabilities differ by OS.
Supported IDEs & EditorsVS Code and compatible editors including Cursor; JetBrains IDEs through the Claude Code plugin. Other editors can run the CLI in an integrated terminal.VS Code, VS Code Insiders, Cursor and compatible editors; Xcode and JetBrains offer separate integrations.
Programming LanguagesWorks across source languages using repository files and installed development tools. An exhaustive supported-language list and equal capability across languages are not disclosed.Works across programming languages through source files and installed project tools. No exhaustive language-by-language compatibility guarantee is disclosed.
Framework SupportCan work with a project’s framework and tooling. No exhaustive official framework compatibility matrix or framework-specific support guarantee is disclosed.Uses the project’s framework, dependencies and build tools. A complete framework certification/support matrix is not disclosed.

Coding Capabilities

11 specifications +
SpecificationClaude CodeOpenAI Codex
Code CompletionTraditional as-you-type inline code autocomplete: Not disclosed. Documented editor features include prompted code changes and inline diff review.Traditional as-you-type inline code autocomplete: Not disclosed. Codex documents prompted coding, editor-context input and diff review.
Code GenerationGenerates source code, new files and feature implementations from natural-language instructions.Generates code and files from instructions in an existing repository or new project.
Inline Code EditingSelected 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.Uses selected editor code and open files as context for requested changes; edits can be reviewed beside the source.
Multi-File EditingCoordinates changes across multiple files in a repository; results should be checked against project tests.Can change multiple files in one repository task and present the resulting diff for review.
Code ExplanationExplains functions, project structure and execution paths using repository context.Explains repository structure, functions and unfamiliar implementation details using accessible files.
RefactoringRefactors existing code and updates dependent call sites; can run project checks after changes.Refactors existing code using project instructions and can verify the result with available checks.
Debugging AssistanceInvestigates errors, searches relevant code and proposes or implements fixes using logs and project tools.Investigates error reports, traces code paths and implements fixes; available logs and tests improve verification.
Test GenerationCreates tests for functions and modules, including edge cases, using the project test framework.

Agents & Execution

9 specifications +
SpecificationClaude CodeOpenAI Codex
Agent Mode & PlanningAgentic loop gathers context, makes changes and checks results; Plan Mode separates investigation/planning from implementation.Agent can inspect, plan, edit and verify a task. Planning and execution follow the selected mode and permission policy.
Terminal Command ExecutionRuns shell commands, builds and development tools, subject to permission rules and tools installed in the execution environment.Runs shell commands, builds and installed development tools within the allowed filesystem and network scope.
Automated Test ExecutionRuns the project’s installed test tools, reads failures and can iterate on fixes. Test infrastructure and dependencies must be available.Runs available test suites, reads failures and can iterate on fixes; dependencies and test infrastructure must be configured.
Browser InteractionInteractive Chrome integration can navigate pages, enter forms, inspect an app and help debug browser behavior; requires the supported browser setup.Built-in interactive browser in the desktop app for sites and local previews. It is not built into Codex CLI or IDE extension; browser tools can be added separately where supported.
Background / Cloud AgentsBackground local work and cloud sessions are supported. Hosted cloud tasks continue independently of the local laptop and share account usage limits.Cloud tasks run in isolated workspaces and continue while the local computer sleeps. Local background work depends on the host remaining available.
Parallel Agent TasksParallel subagents and concurrent sessions are supported; available capacity and consumption depend on the plan and runtime.Supports parallel subagents and separate concurrent tasks; Git worktrees help isolate repository changes. Parallel work increases usage.
Human Approval ControlsConfigurable permission modes and allow/deny rules. Manual mode requests file-edit and command approval; Plan mode supports reviewing the approach before implementation.

AI Models & Codebase Context

8 specifications +
SpecificationClaude CodeOpenAI Codex
Supported AI ModelsAnthropic 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.GPT-6.1 Sol, GPT-6 Sol, GPT-6 Luna and GPT-6 Astra where eligible. GPT-5.6 variants remain during rollout; model access depends on plan, client and sign-in method.
Model SelectionManual model picker and /model command; configured defaults, fallback chains and opusplan can switch models automatically.Configurable defaults plus manual model/reasoning selection via the picker, /model or --model. Available settings depend on client and workspace policy.
Bring Your Own API KeySupports an Anthropic API key and credentials for supported cloud providers. API/provider usage is billed under the corresponding account.Supports OpenAI API-key authentication in CLI, SDK and IDE workflows. API billing is separate; ChatGPT-dependent cloud features are limited or unavailable with API-key sign-in.
Local Model SupportAnthropic 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.CLI OSS mode supports local providers such as Ollama and LM Studio via --oss. Hardware, model tool support and feature compatibility vary.
Codebase Context & IndexingBuilds repository context through file reads, filename/content search and optional code-intelligence plugins. A separate persistent semantic-index specification is not disclosed.Reads and searches accessible repository files, uses editor selections and project guidance. A universal persistent semantic-index specification is not disclosed.
Context WindowModel/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.

Developer Workflow & Integrations

5 specifications +
SpecificationClaude CodeOpenAI Codex
Git & Pull RequestsLocal Git branches, diffs and commits; PR creation with authenticated tooling. Cloud repository cloning and PR creation require GitHub; other remotes have cloud limitations.Local Git diff, branch/worktree and change-review workflows. Authenticated Git tools/integrations can prepare and create pull requests; remote-provider permissions apply.
MCP & External IntegrationsMCP servers extend tool access; integrations include editor plugins, GitHub Actions, GitLab CI and Slack. Third-party accounts and permissions may be required.MCP supports external tools and data sources. Plugins and integrations can connect GitHub, GitLab beta, Slack, Linear and other services; availability and permissions differ.
Web SearchBuilt-in web search and page fetching for documentation, error research and other development context; network and organization policies apply.Web search is supported, with availability and network behavior determined by client, configuration and workspace policy.
API / SDK AccessProgrammatic 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.Codex SDKs for TypeScript and Python, app-server for custom clients, and codex exec for automation/CI. Authentication and usage billing follow the chosen runtime.
Deployment SupportRuns 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.Can run deployment commands or connected tools with permission. Sites adds a build/publish workflow on eligible clients and plans; external hosting has separate credentials and costs.

Pricing, Teams & Security

6 specifications +
SpecificationClaude CodeOpenAI Codex
Free Plan / TrialClaude Free does not include Claude Code. No standard Claude Code free-trial duration is disclosed; promotional offers may differ.Free access is included with limited model/client availability; Free and Go currently list GPT-6 Luna Standard in desktop, subject to rollout. A universal paid-plan trial duration is not disclosed.
Usage Limits / Extra UsageSubscription 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.Allowance depends on model, reasoning, speed and task. Plus/Standard Business publish 5-hour estimates; weekly limits may apply. Pro currently has no 5-hour limit. Extra credits and API billing are separate.
Team AdministrationTeam/Enterprise support centralized billing, member management and organization settings; Enterprise adds role-based controls and compliance capabilities.Business/Enterprise provide workspace administration; managed configuration controls Codex access, permissions, models and rollout. Enterprise adds broader governance and audit capabilities.
Code Privacy & Data RetentionRemote 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.Cloud inference processes supplied context unless a local provider is configured. Business/API data is not used for training by default. Retention varies by service, plan and controls; API abuse-monitoring logs are generally retained up to 30 days, with exceptions and eligible ZDR. No universal Codex retention duration is disclosed.
Self-HostingSelf-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.Local Codex CLI/app-server can run on infrastructure you manage, including local-model setups. This does not self-host the managed Codex Cloud service; hosted-service parity is not disclosed.

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Can write tests for requested behavior and regressions using the project’s testing tools.
Documentation GenerationDrafts docstrings, API documentation, README content and other project documentation using the supplied code and instructions.Can draft or update README files, code comments and project documentation from repository context.
Code ReviewOn-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.On-demand /review for local Git changes; connected PR reviews and automatic GitHub reviews require the relevant integration, permissions and account access. GitLab review integration is beta.
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Permission profiles control file, network and execution access. Requests outside permitted scope can require approval; managed settings can constrain available policies.
Execution Isolation / SandboxOptional 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.macOS uses Seatbelt; Linux/WSL2 use the Linux sandbox; native Windows has a Windows sandbox. Cloud tasks get isolated workspaces. Isolation depends on configuration.
Execution EnvironmentBoth: local CLI/IDE/desktop sessions and cloud sessions. Local execution still uses remote model inference under supported deployments.Both: local CLI/IDE/desktop execution and Codex Cloud tasks. Remote-model inference is separate from where commands execute.
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Custom Instructions / RulesCLAUDE.md files and scoped .claude/rules instructions define project conventions; settings can also be applied at user, project and organization scopes.AGENTS.md provides repository and directory instructions; user/project configuration and execution rules add workflow constraints.
Persistent Project MemoryAuto memory saves useful project information across sessions. Memory is stored separately from the active conversation and user-maintained instruction files.Optional local memory carries useful context across eligible chats. Desktop, CLI and IDE use the host’s local store; it is separate from ChatGPT web memory.
SSO / Enterprise SecuritySSO 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.Business includes SAML SSO and MFA. Enterprise/Edu add controls such as SCIM, role-based access, audit/compliance access and retention/residency settings; exact scope depends on plan.