Metorial vs ChatGPT Business / Enterprise

ChatGPT Business / Enterprise (apps, MCP, admin controls) governs AI inside its own products. Metorial delivers the same approved tools and skills into every AI client your company uses.

Where ChatGPT Business / Enterprise wins: Per-app action controls built into the client: admins toggle read vs write actions separately and new actions can default to disabled.

Metorial is the stronger fit if you want delivery into the AI clients people already use, self-hosting and Git-synced skills.

Every ChatGPT Business / Enterprise fact below links to ChatGPT Business / Enterprise's own page. Anything they don't publish is marked "Not published", not "No".

Where ChatGPT Business / Enterprise wins

  • Per-app action controls built into the client: admins toggle read vs write actions separately and new actions can default to disabled.source
  • Compliance Logs Platform with app-activity records and a long list of ready-made SIEM/DLP/eDiscovery integrations (CrowdStrike, Purview, Netskope, Zscaler and others).source
  • Bundled with the ChatGPT seat: skills, workspace agents and Codex are included in Business at $20–25/user/month; Enterprise adds data residency in ten regions.source

Key differences

Each cell links to the page it comes from.

FeatureMetorialChatGPT Business / Enterprise
Source licenseFSL-1.1-ALv2 engine (Apache 2.0 after two years); Apache-2.0 integration catalogsourceThe engine (metorial-platform) is source-available under FSL and converts to Apache 2.0 two years after each release. The integration catalog (metorial/metorial) is Apache-2.0.Not publishedClosed SaaS (Guardrails library is open source).
Self-hostYessourceNot published
Integration catalog1,000+sourceNot publishedApps help article gives no count.
One URL for all toolsYessourceNot published
Per-user OAuthYessourceYessourceDefault is individual sign-in per app; custom MCP apps support OAuth/OIDC.
SSO (SAML or OIDC)YessourceYessourceBusiness and Enterprise.
SCIM provisioningYessourcePartialsourceEnterprise only (No for Business in comparison table).
Role or group-based tool accessYessourcePartialsourceEnterprise/Edu only; not listed for Business.
Audit log per personYessourcePartialsourceCompliance Platform is Enterprise/Edu only; coverage varies by app.
Create and edit skillsYessourceYessource
Git sync for skillsYessourceNot published
Own chat app requiredNosourceYessourceUsers work in ChatGPT (web; apps/developer mode are web only) or Slack for workspace agents.
Prompt-injection detectionYessourcePartialsourceOpenAI states these measures do not eliminate prompt-injection risk; no admin-configurable detection described.
EU data regionYessourcePartialsourceEnterprise only ('Support for data residency in ten regions'); not Business.
SOC 2 Type IIYessourceYessource
LLM gateway or model routingNoNot publishedOpenAI models only.
Starting price$0 (Dev); Scale from $250/monthsource$20/user/month (Business Standard, annual); $25 monthlysource

Which AI clients each works in

FeatureMetorialChatGPT Business / Enterprise
Claude (web and desktop)YessourceNosourceStructural: apps and admin controls apply to ChatGPT/OpenAI surfaces only.
Claude CodeYessourceNosourceStructural: OpenAI surfaces only.
ChatGPTYessourceYessource
CursorYessourceNosourceStructural: OpenAI surfaces only.
CodexYessourcePartialsourceCodex is included in Business.
GitHub CopilotYessourceNosourceStructural: OpenAI surfaces only.
Custom agents (SDK or API)YessourcePartialsourceConnector Registry spans ChatGPT and the API (beta to select customers). Agent Builder is being wound down on Nov 30, 2026.

Full checklist

Every row we track, with what it means. "Not published" means the vendor's own pages don't say.

Connect

FeatureMetorialChatGPT Business / Enterprise
Integration catalogHow many ready-made integrations or MCP servers the vendor publishes.1,000+sourceNot publishedApps help article gives no count.
Verified or official serversThe catalog includes servers the vendor tests or maintains, not only community listings.YessourceNot published
Bring your own MCP serverYou can add an MCP server you built or host yourself.YessourcePartialsourceFull MCP (incl. write actions) in beta; only admins/owners can publish apps to the workspace.
Remote (HTTP) MCP serversConnects to MCP servers hosted elsewhere over HTTP.YessourceYessourcePrivate/on-prem servers reachable via Secure MCP Tunnel.
Local, stdio or Docker serversRuns MCP servers that ship as local processes or containers.YessourceNosourceRemote only in ChatGPT; Secure MCP Tunnel for private networks.
One URL for all toolsA user adds one endpoint to their AI client and reaches every approved tool through it.YessourceNot published
Version pinningYou can lock an integration to a known version.YessourceNot published
Schema change monitoringChanges to tool definitions are detected and flagged.YessourcePartialsourceNew actions on published apps are disabled by default on Enterprise/Edu and admins refresh the tool list manually; no automated change monitoring described. Quote is the beta caveat.

AI clients

FeatureMetorialChatGPT Business / Enterprise
Claude (web and desktop)Documented to work in the Claude apps.YessourceNosourceStructural: apps and admin controls apply to ChatGPT/OpenAI surfaces only.
Claude CodeDocumented to work in Claude Code.YessourceNosourceStructural: OpenAI surfaces only.
ChatGPTDocumented to work in ChatGPT.YessourceYessource
CursorDocumented to work in Cursor.YessourceNosourceStructural: OpenAI surfaces only.
CodexDocumented to work in Codex.YessourcePartialsourceCodex is included in Business.
GitHub CopilotDocumented to work in GitHub Copilot.YessourceNosourceStructural: OpenAI surfaces only.
Custom agents (SDK or API)Your own agents can use the tools through an SDK or API.YessourcePartialsourceConnector Registry spans ChatGPT and the API (beta to select customers). Agent Builder is being wound down on Nov 30, 2026.
Own chat app requiredYes means people must work inside the vendor’s own app rather than the AI client they already use.NosourceYessourceUsers work in ChatGPT (web; apps/developer mode are web only) or Slack for workspace agents.

Identity and access

FeatureMetorialChatGPT Business / Enterprise
Per-user OAuthTool calls run with each person’s own account, not a shared key.YessourceYessourceDefault is individual sign-in per app; custom MCP apps support OAuth/OIDC.
Managed OAuth appsThe vendor provides OAuth apps so you don’t register your own.YessourcePartialsourceAdmin-managed connections for some apps only.
Bring your own OAuth appYou can use OAuth apps registered under your own company.YessourceNot publishedCustom MCP apps support OAuth and OpenID Connect; BYO client registration not described.
SSO (SAML or OIDC)People sign in through your identity provider.YessourceYessourceBusiness and Enterprise.
SCIM provisioningUsers and groups sync automatically from your identity provider.YessourcePartialsourceEnterprise only (No for Business in comparison table).
Role or group-based tool accessAccess to tools follows roles or groups.YessourcePartialsourceEnterprise/Edu only; not listed for Business.
Tool-level allow and denyIndividual tools can be allowed or blocked, not only whole servers.YessourcePartialsourcePer-action enable/disable after publishing is Enterprise/Edu; Business admins can only refresh tool lists.
Read-only modesAn integration can be limited to read-only tools.YessourceYessourceRead and write actions toggled separately.

Visibility and security

FeatureMetorialChatGPT Business / Enterprise
Audit log per personEvery call is recorded and tied to the person or agent who made it.YessourcePartialsourceCompliance Platform is Enterprise/Edu only; coverage varies by app.
Call tracingTool arguments and results are recorded for debugging and review.YessourcePartialsourceEnterprise/Edu; log coverage varies by app.
Log export or SIEMLogs can be exported or streamed to your security tools.YessourcePartialsourceEnterprise/Edu only; 30-day retention; partners include CrowdStrike, Microsoft Purview, Netskope, Palo Alto Networks, Zscaler.
Data redaction or DLPSensitive data in tool traffic can be detected, masked or blocked.YessourcePartialsourceGuardrails is an open-source library for API agents, not a ChatGPT workspace control; ChatGPT DLP relies on partner integrations.
Prompt-injection detectionTool traffic is inspected for prompt-injection attacks.YessourcePartialsourceOpenAI states these measures do not eliminate prompt-injection risk; no admin-configurable detection described.
Tool-poisoning protectionMalicious or changed tool descriptions are detected.YesThrough Protoguard.Not published

Skills

FeatureMetorialChatGPT Business / Enterprise
Create and edit skillsTeams can write and edit shared skills in the product.YessourceYessource
Git sync for skillsSkills sync to or from a Git repository.YessourceNot published
Skills delivered by roleSkills reach people based on their role or group.YessourceYessourceSharing to groups; admins can also allow installing skills for others.
Skills over MCPSkills are served to AI clients through MCP.Not publishedNot published

Deployment

FeatureMetorialChatGPT Business / Enterprise
Source licenseThe license the product’s code is published under, if any.FSL-1.1-ALv2 engine (Apache 2.0 after two years); Apache-2.0 integration catalogsourceThe engine (metorial-platform) is source-available under FSL and converts to Apache 2.0 two years after each release. The integration catalog (metorial/metorial) is Apache-2.0.Not publishedClosed SaaS (Guardrails library is open source).
Self-hostYou can run it on your own infrastructure.YessourceNot published
VPC or on-premCan be deployed in your own cloud account or data center.YessourceNot published
Air-gappedCan run with no internet connection.YesNot published
EU data regionData can be hosted in the EU.YessourcePartialsourceEnterprise only ('Support for data residency in ten regions'); not Business.

Compliance

FeatureMetorialChatGPT Business / Enterprise
SOC 2 Type IIHolds a SOC 2 Type II report.YessourceYessource
ISO 27001Holds ISO/IEC 27001 certification.Not publishedYessourceAlso 27017, 27018, 27701, 42001, CSA STAR.
HIPAASupports HIPAA workloads, usually with a BAA.YesSigns BAAs.PartialsourceBAA via contracted offering only (Enterprise/Healthcare), not self-serve Business.
GDPR and DPAStates GDPR compliance and offers a data processing agreement.YessourceA data processing agreement is published at /legal/data-processing-agreement.Yessource

Pricing

FeatureMetorialChatGPT Business / Enterprise
Public pricingPrices are published on the vendor’s site.YessourcePartialsourceBusiness public; Enterprise custom.
Free tierA free plan or free edition exists.YessourcePartialsourceIndividual Free plan only; no free business workspace.
Starting priceThe lowest published paid price, as listed.$0 (Dev); Scale from $250/monthsource$20/user/month (Business Standard, annual); $25 monthlysource
Pricing modelHow the vendor charges: per seat, usage, platform fee, or a mix.Flat monthly plans with paid add-ons (extra seats, tool calls)sourcePer user per month; Enterprise custom with credit- or token-based optionssource

Model layer

FeatureMetorialChatGPT Business / Enterprise
LLM gateway or model routingRoutes model traffic, not only tool traffic.NoNot publishedOpenAI models only.
Cost tracking per personShows AI spend per person or team.NoNot published

Which should you pick?

SituationPickWhy
Rolling AI out to every employee in the clients they already useMetorialChatGPT Business / Enterprise has people work in its own app; Metorial delivers tools into Claude, ChatGPT, Cursor and others.
You must self-hostMetorialMetorial documents self-hosting; ChatGPT Business / Enterprise's own pages don't state a self-hosted option.
You need an LLM gateway or model routing todayA dedicated model routerMetorial doesn't ship an LLM gateway, and ChatGPT Business / Enterprise's pages don't state one.
Teams should share skills, not only toolsEitherBoth document shared skills; compare the Skills rows below.
You are building integrations into your own productMetorialOnly one side documents an SDK or API for your own agents.

Pricing

Published prices only. Nothing is estimated.

Metorial

  • Metorial Dev: $0 monthsource
  • Metorial Scale: $250 monthsource
  • Metorial for Enterprise: Contact salessource

ChatGPT Business / Enterprise

  • Business – Standard seat: $20 annual / $25 monthly per user/month, 2–200 employeessource
  • Business – Premium seat: $100 annual / $125 monthly per user/monthsource
  • Enterprise: Custom pricing contact sales; annualsource
  • Business and Enterprise can purchase credits for more access
  • Credit-based pricing and token-based pricing are available for Enterprise plans

What each Metorial plan includes

From the Metorial pricing page.

IncludedMetorial DevMetorial ScaleMetorial for Enterprise
Tool calls per month500,0002,500,000Custom
Callbacks10,000100,000Custom
Workforce seats220Custom
Provider integrations10UnlimitedUnlimited
Log retention30 days90 daysCustom
Production accessNot includedIncludedIncluded

On every plan

  • Slack and email support
  • Auth Connections: Unlimited
  • Sessions: Unlimited
  • Concurrent Connections: Unlimited
  • Developer API Access
  • Custom Integrations
  • Remote MCP Servers
  • Managed MCP Servers

ChatGPT Business / Enterprise limits

As published by the vendor.

  • Business seats: 2–200 employeessource
  • Compliance Logs Platform retention: 30 dayssource
  • Custom MCP apps: Remote MCP only; web only; betasource

Moving from ChatGPT Business / Enterprise to Metorial

  • Remote MCP servers you use through ChatGPT Business / Enterprise can be added to Metorial as they are.
  • OAuth apps registered under your company can be reused, so people sign in the way they do today.
  • Sign-in moves to your identity provider through SAML; groups decide who gets which tools.
  • Skills, policies and audit history in ChatGPT Business / Enterprise don't transfer automatically. Talk to us about moving them.

Book a demo to plan the move with us.

Frequently asked questions

Common questions about Metorial and ChatGPT Business / Enterprise.

  1. Is ChatGPT Business / Enterprise open source?
    ChatGPT Business / Enterprise's own pages don't state a source license.
  2. ChatGPT Business / Enterprise's own pages don't say whether it can be self-hosted.
  3. Yes, ChatGPT Business / Enterprise documents ChatGPT support.
  4. Metorial's Dev plan is free and Scale starts at $250 a month. ChatGPT Business / Enterprise publishes Business – Standard seat at $20 annual / $25 monthly per user/month, 2–200 employees and Business – Premium seat at $100 annual / $125 monthly per user/month. The right answer depends on team size; see the pricing section.
  5. Yes. Metorial is SOC 2 Type 2 and GDPR compliant, with EU and US regions.
  6. Metorial's engine is published under FSL-1.1-ALv2 engine (Apache 2.0 after two years); Apache-2.0 integration catalog. You can self-host it or use the hosted platform.

Checked October 17, 2026. 35 ChatGPT Business / Enterprise facts are sourced, each linked in its row. Spotted something wrong? Tell us and we will fix it. All product names are trademarks of their owners.

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