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Tweak org plan table (#2126)
* visual tweaks * Update enterprise-hub.md * image tweak, idk
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docs/hub/enterprise-hub.md

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@@ -11,116 +11,120 @@ Team & Enterprise organization plans add advanced capabilities to organizations,
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<img class="hidden dark:block" src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/enterprise/dark-enterprise-header.png" />
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</a>
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## Compare our plans at a quick glance
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### Core usage, storage, rate limits
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| Feature | Free | Team | Enterprise | Enterprise Plus |
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| ----------------------------------------------------- | ----------- | -------------------- | --------------------- | --------------------- |
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| Storage – Public repos | Best effort | 12TB base + 1TB/seat | 500TB base + 1TB/seat | 500TB base + 1TB/seat |
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| Storage – Private repos | 100GB | 1TB/seat + PAYG | 1TB/seat + PAYG | 1TB/seat + PAYG |
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| [Extra storage](./storage-limits#pay-as-you-go-price) || ✅ PAYG | ✅ PAYG | ✅ PAYG |
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| API requests / period\* | 1,000 | 3,000 | 6,000 | 10000 up to 100,000† |
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| Resolver requests / period\* | 5,000 | 20,000 | 50,000 | 100000 up to 500,000† |
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| Pages requests / period\* | 200 | 400 | 600 | 1000 up to 10,000† |
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| Feature | Free | Team | Enterprise | Enterprise Plus |
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| ----------------------------------------------------- | ----------- | -------------------- | --------------------- | ---------------------- |
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| Storage – Public repos | Best effort | 12TB base + 1TB/seat | 500TB base + 1TB/seat | 500TB base + 1TB/seat |
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| Storage – Private repos | 100GB | 1TB/seat + PAYG | 1TB/seat + PAYG | 1TB/seat + PAYG |
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| [Extra storage](./storage-limits#pay-as-you-go-price) || ✅ PAYG | ✅ PAYG | ✅ PAYG |
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| API requests / period\* | 1,000 | 3,000 | 6,000 | 10,000 up to 100,000† |
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| Resolver requests / period\* | 5,000 | 20,000 | 50,000 | 100,000 up to 500,000† |
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| Pages requests / period\* | 200 | 400 | 600 | 1,000 up to 10,000† |
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\* All quotas are calculated over 5-minute fixed windows
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† When Organization IP Ranges are defined
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### Inference & Hub credits
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| Feature | Free | Team | Enterprise | Enterprise Plus |
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| ---------------------------------------------------------------------------------------------------------------------- | ------- | ------------------------------ | ------------------------------ | ------------------------------ |
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| Serve models with Inference Providers || ✅ $2/seat/mo inlcluded + PAYG | ✅ $2/seat/mo inlcluded + PAYG | ✅ $2/seat/mo inlcluded + PAYG |
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| [Usage & billing control](https://huggingface.co/docs/inference-providers/pricing#inference-providers-usage-breakdown) |||||
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| Scale deployment with Inference Endpoints | ✅ PAYG | ✅ PAYG | ✅ PAYG | ✅ PAYG |
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| Hub credits\* included in plan || ❌ (bulk purchase available) | $2k included | 5% of ACV included |
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| Feature | Free | Team | Enterprise | Enterprise Plus |
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| ---------------------------------------------------------------------------------------------------------------------- | ------- | --------------------------------- | --------------------------------- | --------------------------------- |
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| Serve models with Inference Providers ||<br>$2/seat/mo included + PAYG |<br>$2/seat/mo included + PAYG |<br>$2/seat/mo included + PAYG |
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| [Usage & billing control](https://huggingface.co/docs/inference-providers/pricing#inference-providers-usage-breakdown) || | | |
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| Scale deployment with Inference Endpoints | ✅ PAYG | ✅ PAYG | ✅ PAYG | ✅ PAYG |
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| Hub credits\* included in plan || ❌ (bulk purchase available) | $2k included | 5% of ACV included |
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\* Hub credits can be utilized for inference providers, inference endpoints, Jobs, Space upgrade
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### Spaces & Jobs
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| Feature | Free | Team | Enterprise | Enterprise Plus |
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| -------------------------------------- | --------- | ----------- | ----------- | --------------- |
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| Spaces – CPU-based runtime | 8 units\* | ✅ No limit | ✅ No limit | ✅ No limit |
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| Spaces – ZeroGPU usage tiers | 3.5 min† | 25 min | 45 min | 45 min |
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| Spaces – Upgraded hardware | PAYG | PAYG | PAYG | PAYG |
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| Dev Mode / Custom domain for Spaces |||||
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| Jobs & Scripts (train/fine-tune, eval) |||||
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| Feature | Free | Team | Enterprise | Enterprise Plus |
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| ---------------------------------------------------------- | --------- | ----------- | ----------- | --------------- |
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| <img width="441" height="1"><br>Spaces – CPU-based runtime | 8 units\* | ✅ No limit | ✅ No limit | ✅ No limit |
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| Spaces – ZeroGPU usage tiers | 3.5 min† | 25 min | 45 min | 45 min |
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| Spaces – Upgraded hardware | PAYG | PAYG | PAYG | PAYG |
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| Dev Mode / Custom domain for Spaces |||||
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| Jobs & Scripts (train/fine-tune, eval) |||||
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\* running at the same time
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† daily quota
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### Repo rules, access control, visibility
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| Feature | Free | Team | Enterprise | Enterprise Plus |
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| -------------------------------------- | ------------------------------------ | --------------- | --------------- | -------------------------- |
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| Feature | Free | Team | Enterprise | Enterprise Plus |
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| -------------------------------------- | :----------------------------------: | :-------------: | :-------------: | :------------------------: |
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| Access control granularity | [Standard](./organizations-security) | ✅ Fine-grained | ✅ Fine-grained | ✅ Fine-grained + policies |
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| Org controls | | | | |
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| Hub controls | | | | |
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| Default private repos | | | | |
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| Disable public repositories (org-wide) | | | | |
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| [Data residency](./storage-regions) | | | | |
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| Data Studio (private datasets) | | | | |
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| Gating Group Collections | | | | |
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| Org controls | | | | |
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| Hub controls | | | | |
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| Default private repos | | | | |
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| Disable public repositories (org-wide) | | | | |
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| [Data residency](./storage-regions) | | | | |
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| Data Studio (private datasets) | | | | |
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| Gating Group Collections | | | | |
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### Identity, authentication, org security
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| Feature | Free | Team | Enterprise | Enterprise Plus |
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| -------------------------------------------------- | ---- | ------------ | ------------ | --------------- |
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| [SSO to private org](./enterprise-sso) | | ✅ Basic SSO | ✅ Basic SSO | ✅ Advanced SSO |
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| [SSO to public Hub](./enterprise-hub-advanced-sso) | | | | |
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| [Enforce 2FA](./enterprise-hub-advanced-security) | | | | |
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| Disable personal public repos for users | | | | |
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| Disable joining other orgs for users | | | | |
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| Disable PRO subscription | | | | |
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| Hide members list | | | | |
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| Feature | Free | Team | Enterprise | Enterprise Plus |
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| -------------------------------------------------- | :--: | :----------: | :----------: | :-------------: |
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| [SSO to private org](./enterprise-sso) | | ✅ Basic SSO | ✅ Basic SSO | ✅ Advanced SSO |
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| [SSO to public Hub](./enterprise-hub-advanced-sso) | | | | |
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| [Enforce 2FA](./enterprise-hub-advanced-security) | | | | |
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| Disable personal public repos for users | | | | |
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| Disable joining other orgs for users | | | | |
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| Disable PRO subscription | | | | |
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| Hide members list | | | | |
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### Governance, auditing, compliance
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| Feature | Free | Team | Enterprise | Enterprise Plus |
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| ----------------------------------------------------------------------- | ---- | ----------- | ----------- | --------------- |
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| RBAC | | ✅ Advanced | ✅ Advanced | ✅ Advanced |
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| [Audit logs](./audit-logs) | | | | |
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| [Resource groups](./enterprise-hub-advanced-security) | | | | |
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| [Tokens admin / management](./enterprise-hub-tokens-management) | | | | |
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| [Users Download analytics](./enterprise-hub-network-security) | | | | |
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| [Content access / policy controls](./enterprise-hub-network-security) | | | | |
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| [Network access controls](./enterprise-hub-network-security) | | | | |
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| [Enforced authentication (advanced)](./enterprise-hub-network-security) | | | | |
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| Feature | Free | Team | Enterprise | Enterprise Plus |
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| ----------------------------------------------------------------------- | :--: | :---------: | :---------: | :-------------: |
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| RBAC | | ✅ Advanced | ✅ Advanced | ✅ Advanced |
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| [Audit logs](./audit-logs) | | | | |
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| [Resource groups](./enterprise-hub-advanced-security) | | | | |
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| [Tokens admin / management](./enterprise-hub-tokens-management) | | | | |
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| [Users Download analytics](./enterprise-hub-network-security) | | | | |
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| [Content access / policy controls](./enterprise-hub-network-security) | | | | |
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| [Network access controls](./enterprise-hub-network-security) | | | | |
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| [Enforced authentication (advanced)](./enterprise-hub-network-security) | | | | |
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### User provisioning & admin
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| Feature | Free | Team | Enterprise | Enterprise Plus |
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| ---------------------- | --------- | ------------- | ------------- | --------------- |
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| Onboarding/Offboarding | ✅ manual | ✅ controlled | ✅ controlled | ✅ automated |
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| SCIM provisioning | | | | ✅ Included |
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| Managed users | | | | |
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| Feature | Free | Team | Enterprise | Enterprise Plus |
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| ---------------------- | :-------: | :-----------: | :-----------: | :-------------: |
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| Onboarding/Offboarding | ✅ manual | ✅ controlled | ✅ controlled | ✅ automated |
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| SCIM provisioning | | | | ✅ Included |
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| Managed users | | | | |
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### Support, billing, procurement
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| Feature | Free | Team | Enterprise | Enterprise Plus |
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| ------------------------------------------- | ------------ | ---------------------- | ---------------------- | ---------------------- |
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| Support | Forum access | Best effort | Email support with SLA | Advanced Slack support |
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| Billing | | Credit card self-serve | Pay with Invoice | Pay with Invoice |
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| Contract (including Purchase Order) | | | ✅ HF template | ✅ customer paper |
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| Legal Review | | | | |
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| Vendor onboarding & Security questionnaires | | | | |
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| Feature | Free | Team | Enterprise | Enterprise Plus |
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| ------------------------------------------- | :----------: | :--------------------: | :--------------------: | :--------------------: |
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| Support | Forum access | Best effort | Email support with SLA | Advanced Slack support |
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| Billing | | Credit card self-serve | Pay with Invoice | Pay with Invoice |
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| Contract (including Purchase Order) | | | ✅ HF template | ✅ customer paper |
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| Legal Review | | | | |
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| Vendor onboarding & Security questionnaires | | | | |
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### Community
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| Feature | Free | Team | Enterprise | Enterprise Plus |
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| --------------------------------------------------------------------------------------------------------- | ---- | ---- | ---------- | --------------- |
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| Org Article | | | | |
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| [Publisher Analytics Dashboard](./enterprise-hub-analytics) | | | | |
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| [Set your primary org on your profile](https://huggingface.co/changelog/primary-organization-on-profiles) | | | | |
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| --------------------------------------------------------------------------------------------------------- | :--: | :--: | :--------: | :-------------: |
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| Org Article | | | | |
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| [Publisher Analytics Dashboard](./enterprise-hub-analytics) | | | | |
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| [Set your primary org on your profile](https://huggingface.co/changelog/primary-organization-on-profiles) | | | | |
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### Pricing
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| Feature | Free | Team | Enterprise | Enterprise Plus |
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| ------------------ | ---- | ----------- | ---------------- | --------------- |
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| Pricing | - | 20$/user/Mo | from 50$/user/Mo | custom |
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| Pilot availability |||||
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| Feature | Free | Team | Enterprise | Enterprise Plus |
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| ------------------ | :--: | :---------: | :--------------: | :-------------: |
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| Pricing | - | 20$/user/Mo | from 50$/user/Mo | custom |
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| Pilot availability |||||
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## Dive more
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In the following sections we will document the following Enterprise Hub features:
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