--- title: "Hugging Face Software Pricing, Alternatives & More 2026 | Capterra" description: "With the help of Capterra, learn about Hugging Face Software - reviews, pricing plans, popular comparisons to other Collaboration products and more." source_url: "https://www.capterra.com/p/10011435/Hugging-Face/" page_type: "product" language: "en" publication_date: "2026-10-19" --- # Hugging Face Software Review 2026: Features, Reviews, Integrations, Pros & Cons Last updated on October 19, 2026 Provider data verified by our Software Research team, and reviews moderated by our Reviews Verification team. [Description](#description)[Use cases](#use-cases)[Alternatives](#alternatives)[FAQs](#faqs)[Features](#features)[Pricing](#pricing)[Support](#support)[Reviews](#reviews) Hugging Face ## What is Hugging Face? Hugging Face is an AI platform for building, training, and deploying machine learning models. It offers pre-trained models, datasets, and computational resources to support workflows from development to deployment. Single sign-on ensures secure identity provider connections, while geographic data controls manage repository data locations. Granular access management via resource groups regulates team permissions. The platform features centralized token management with custom approval policies, audit logs for activity tracking, and advanced compute options for scalability. Analytics dashboards monitor repository usage, and private storage enables secure collaboration on sensitive projects. A dataset viewer simplifies teamwork on private datasets, and organization billing includes spending limit controls for inference providers. ## What is Hugging Face used for? [Collaboration](https://www.capterra.com/collaboration-software/)[Machine Learning](https://www.capterra.com/machine-learning-software/) Top alternative Featured Overall rating Based on 1 user reviews Reviews sentiment Positive \- Neutral \- Negative \- Starting price $9 Flat Rate, Per Month Free trial not available Includes Free Version Capterra Shortlist charts the highest-rated and most popular products... Our "Best of" badge program showcases products with the highest ratings... Our "Best of" badge program showcases products with the highest ratings... ## Compare with a popular alternative Capterra selects software alternatives based on relevant features, verified user reviews and user interactions. Placement may be influenced by client status. ### Hugging Face 5.0 (1) VS. [4.5 (391)](https://www.capterra.com/p/109731/Minitab-Statistical-Software/reviews/) Starting Price $9 Flat Rate, Per Month Starting Price $2394 Per User, Per Year Free Trial Free Version Pricing Options Free Trial Free Version Ease Of Use 5.0 (1) Ease Of Use 4.2 (60) Value For Money 5.0 (1) Value For Money 4.2 (49) Customer Service 4.0 (1) Customer Service 4.2 (52) ## Hugging Face alternatives [Clickworker](https://www.capterra.com/p/175432/Clickworker/) [4.2 (60)](https://www.capterra.com/p/175432/Clickworker/reviews/) Starting price Contact vendor for pricing Pricing Options Free Trial Free Version User Rating 87% of reviewers rated it above 4 stars [Learn More](https://www.capterra.com/p/175432/Clickworker/) Highest Rated [Google Cloud](https://www.capterra.com/p/268690/Google-Cloud-Platform/) [4.7 (2,342)](https://www.capterra.com/p/268690/Google-Cloud-Platform/reviews/) Starting price Contact vendor for pricing Pricing Options Free Trial Free Version User Rating 96% of reviewers rated it above 4 stars [Learn More](https://www.capterra.com/p/268690/Google-Cloud-Platform/) [Anaconda](https://www.capterra.com/p/191760/Anaconda/) [4.6 (87)](https://www.capterra.com/p/191760/Anaconda/reviews/) Starting price Contact vendor for pricing Pricing Options Free Trial Free Version User Rating 95% of reviewers rated it above 4 stars [Learn More](https://www.capterra.com/p/191760/Anaconda/) [Snowflake](https://www.capterra.com/p/148267/Snowflake/) [4.7 (97)](https://www.capterra.com/p/148267/Snowflake/reviews/) Starting price $23.00 Per User, Per Month Pricing Options Free Trial Free Version User Rating 97% of reviewers rated it above 4 stars [Learn More](https://www.capterra.com/p/148267/Snowflake/) ## FAQs about Hugging Face Overview ### What company size and specific industries is Hugging Face built for? Hugging Face is designed for technology companies and research organizations of all sizes, especially teams led by AI developers, machine learning engineers, and data scientists. It fits businesses that build, test, or study machine learning and artificial intelligence applications. Features and Usability ### What are the key features of Hugging Face? Hugging Face offers an API, activity tracking, collaboration tools, data management, integration capabilities, and natural language processing features. These functions support model access, team coordination, dataset handling, system connections, and language-based AI tasks within a single platform. Pricing ### How much does it cost and what fees or limitations are included? Hugging Face offers a free version, plus the PRO plan at $9 per month flat rate, the Team plan at $20 per user per month, and the Enterprise plan at $50 per user per month. PRO includes 1 TB private storage, 10 ZeroGPU Spaces, and 20× inference credits. Getting Started and Support ### What training and onboarding options does Hugging Face offer? Hugging Face provides live online sessions, webinars, documentation, and videos to help teams get started. Live online sessions and webinars support guided instruction, while documentation offers written reference material and videos provide self-paced learning and feature walkthroughs. Getting Started and Support ### What customer support options does Hugging Face offer? Hugging Face provides email/help desk, FAQ/forum, knowledge base, and chat support. These channels give users written help for common questions, self-service guidance, and direct contact when needed. No reviewer feedback about support experience is available in the catalog data, so no claims about response times or helpfulness can be made. ## Features AI summary Based on 21,823 Collaboration reviews Not all collaboration software covers every feature buyers care about most. Here is what Capterra reviewers highlight as essential when choosing a solution: - **Secure Data Storage** (**65%** of reviewers rated this feature as critical) - **Collaboration Tools** (**54%**) - **Document Storage** (**57%**) Hugging Face includes **Collaboration Tools**, which gives teams a shared way to work together, coordinate input, and keep projects moving across contributors. However, it does not offer **Secure Data Storage** or **Document Storage**. Its support for **Collaboration Tools** helps businesses improve teamwork, maintain alignment across stakeholders, and move work forward more efficiently. Activity Tracking Track and document all activities across devices, networks, and other systems API Application programming interface that allows for integration with other systems/databases Collaboration Tools Provides a channel for team members to share AI models, media files, communicate, and work together Data Management Ability to handle large datasets Integration Integrate with a variety of data sources, such as guest wifi, customer data platforms, visitor counters, POS systems, and third-party data sources. Natural Language Processing Process and analyze human language in text or audio form Hugging Face 6 features ### All Features - Activity Tracking: Track and document all activities across devices, networks, and other systems - API: Application programming interface that allows for integration with other systems/databases - Collaboration Tools: Provides a channel for team members to share AI models, media files, communicate, and work together - Data Management: Ability to handle large datasets - Integration: Integrate with a variety of data sources, such as guest wifi, customer data platforms, visitor counters, POS systems, and third-party data sources. - Natural Language Processing: Process and analyze human language in text or audio form --- Get Advice We can help you find the software with the features you need. Features 5.0 (1) 5.0 Based on 1 reviews ## Pricing Value for money 5.0 (1) Free Version [View pricing plan details](https://www.capterra.com/p/10011435/Hugging-Face/pricing/) Free Account $0.00 It includes: - 100 GB Private Storage - ~5 TB Public Storage - 100k Monthly Inference Usage PRO $9.00 Flat Rate,Per Month It includes: - 8× Spaces Quota - 20× Inference Credits (2 Million Monthly Inference Usage) - 1 TB Private Storage - Up To 10 TB Public Storage - 10 ZeroGPU Spaces - 40 Minutes Of RTX Pro 6000 Blackwell Compute Daily - Ability To Write And Host Articles On User Profiles - Share Updates With The Community Through Posts - Exclusive PRO Badge - Early Feature Access - Private Dataset Viewer Activation Team $20.00 Per User,Per Month It includes: - Collaboration Tools For Teams - Shared Workspaces - Team-Level Permissions - Private Spaces - 8× ZeroGPU Quota Boost - 1 TB Private Storage Per User Enterprise $50.00 Per User,Per Month It includes: - Enterprise-Grade Security - Access Controls - Dedicated Support - Single Sign-On (SSO) Integration - Regions Management For Repository Data - Audit Logs - Resource Groups For Granular Access Control - Token Management With Centralized Control And Approval Policies - Repository Analytics Dashboard - Advanced Compute Options (e.g., ZeroGPU) - ZeroGPU Quota Boost (8× More Quota For Organization Members) - Private Datasets Viewer For Easier Collaboration - Private Storage: Additional 1 TB Per Organization Member ($18/Month Per Extra TB) - Inference Providers Billing And Usage Monitoring - Advanced Security Policies And Default Repository Visibility - Managed Billing And Yearly Commit Options - Priority Support From Hugging Face Team Value for money 5.0 (1) 5.0 Based on 1 reviews Connect with a Capterra advisor for a free 15-minute consultation Get a personalized software list aligned to your business needs with guidance from our expert advisors. Our team has helped 1 million+ businesses like yours find options that fit their needs. ## Support, customer service and training options Customer Service 4.0 (1) Support - Email/Help Desk - FAQs/Forum - Knowledge Base - Phone Support - 24/7 (Live rep) - Chat Training - In Person - Live Online - Webinars - Documentation - Videos Deployment - Web - Android - iPhone/iPad Typical users - Freelancers - Small businesses - Mid size businesses - Enterprises Customer Service 4.0 (1) 4.0 Based on 1 reviews ## User reviews Overall rating 5.0 Based on 1 reviews Filter by rating Counts reflect reviews available in this feed. 5(1) 4(0) 3(0) 2(0) 1(0) Mentioned topic Recent reviews first, then most helpful Prashanth D. Python Developer Used the software for: Less than 1 year ### "Hugging Face Repository" 5.0 Overall Rating 5.0 5.0 Ease of Use 5.0 5.0 Features 5.0 5.0 Customer Service 4.0 4.0 Likelihood to Recommend 10/10 July 17, 2023 I have finetuned and stored many LLM models in my own repo at Hugging face. Pros Model repositories and creation of spaces can be easily built in hugging face. We can access to various pretrained models and finetune on our own data. It will create APIs for free if repo size is less than 10gb. Cons Data security issue is the main problem with hugging face repo. Each company has its own data and cant reveal them on public repos. ## Top-rated software of 2026 ### Fill out the form and we'll send a list of the top-rated software based on real user reviews directly to your inbox.