Hugging Face vs Replicate
type: Article
description: Hugging Face is a community-driven AI model hub with free hosting and broader model selection, while Replicate is a streamlined API-first platform optimized for production inference with pay-per-use pricing and faster setup.
language: en-US
date published: 2026-07-07T16:41:25.803Z
date created: 2026-07-07T16:41:25.803Z
date modified: 2026-07-07T16:41:25.849Z
content reference time: 2026-07-07T16:41:25.849Z
author: A Versus B
publisher: A Versus B
about: Hugging Face
about: Replicate
abstract: Hugging Face is a community-driven AI model hub with free hosting and broader model selection, while Replicate is a streamlined API-first platform optimized for production inference with pay-per-use pricing and faster setup.
text: Model Library Size. Primary Use Case. Free Tier Hosting. API Response Time. Developer Community Size. Setup Complexity. Pricing Model
conclusion text: Choose Hugging Face if you're exploring AI models, building research projects, or want cost-free hosting with access to thousands of open-source models. Choose Replicate if you need production-grade inference performance, minimal latency, and prefer transparent pay-as-you-go pricing without upfront commitments.
additional property: GitHub Stars
  type: PropertyValue
  value: Hugging Face: 140,000 | Replicate: N/A
additional property: Pre-trained Models
  type: PropertyValue
  value: Hugging Face: 1,000,000+ | Replicate: N/A
additional property: Data Connectors/Loaders
  type: PropertyValue
  value: Hugging Face: 0 (requires external) | Replicate: N/A
additional property: Transformers Library Monthly Downloads
  type: PropertyValue
  value: Hugging Face: 50,000,000+ | Replicate: N/A
additional property: Primary Use Case Optimization
  type: PropertyValue
  value: Hugging Face: Model training and fine-tuning | Replicate: N/A
additional property: Production Observability Features
  type: PropertyValue
  value: Hugging Face: Model cards, versioning, but requires external tools | Replicate: N/A
additional property: API Inference Service
  type: PropertyValue
  value: Hugging Face: Free Inference API included | Replicate: N/A
additional property: Learning Curve (weeks to productivity)
  type: PropertyValue
  value: Hugging Face: 3-4 weeks | Replicate: N/A
additional property: Available Models
  type: PropertyValue
  value: Hugging Face: 750,000+ | Replicate: 500+ models
  value reference: Hugging Face
additional property: Inference Latency
  type: PropertyValue
  value: Hugging Face: 150-300ms | Replicate: N/A
additional property: API Token Cost (LLaMA 2 70B)
  type: PropertyValue
  value: Hugging Face: $1.50-$2.00 | Replicate: N/A
additional property: Uptime SLA
  type: PropertyValue
  value: Hugging Face: 95% (standard tier) | Replicate: N/A
additional property: Community Users (Monthly)
  type: PropertyValue
  value: Hugging Face: 2,000,000 | Replicate: N/A
additional property: Supported Model Domains
  type: PropertyValue
  value: Hugging Face: 15+ | Replicate: N/A
additional property: Number of Integrated LLM Providers
  type: PropertyValue
  value: Hugging Face: 8 native providers | Replicate: N/A
additional property: Available Pre-trained Models
  type: PropertyValue
  value: Hugging Face: 1,000,000+ | Replicate: N/A
additional property: Native Model Hosting
  type: PropertyValue
  value: Hugging Face: Yes (Inference API with auto-scaling) | Replicate: N/A
additional property: GitHub Stars (2026)
  type: PropertyValue
  value: Hugging Face: 135,000+ stars | Replicate: N/A
additional property: Programming Languages Supported
  type: PropertyValue
  value: Hugging Face: Python primary, REST API for all | Replicate: N/A
additional property: Time to Build Basic RAG App
  type: PropertyValue
  value: Hugging Face: 60-120 minutes (requires custom integration) | Replicate: N/A
additional property: Fine-tuning Ease (1-10 scale)
  type: PropertyValue
  value: Hugging Face: AutoTrain no-code option (9/10) | Replicate: N/A
additional property: Cost for Production Deployment (monthly estimate)
  type: PropertyValue
  value: Hugging Face: $100-500+ (Inference API + compute) | Replicate: N/A
additional property: Available Models in Repository
  type: PropertyValue
  value: Hugging Face: 750,000+ | Replicate: N/A
additional property: LLM Provider Integrations
  type: PropertyValue
  value: Hugging Face: Limited (inference only) | Replicate: N/A
additional property: Memory Management Features
  type: PropertyValue
  value: Hugging Face: 1 (caching) | Replicate: N/A
additional property: Enterprise Support Plans Available
  type: PropertyValue
  value: Hugging Face: Yes (Hugging Face Enterprise) | Replicate: N/A
additional property: Average Model Download Time
  type: PropertyValue
  value: Hugging Face: 45-120 (depends on model size) | Replicate: N/A
additional property: RAG Pipeline Support
  type: PropertyValue
  value: Hugging Face: Manual (via Datasets) | Replicate: N/A
additional property: Python Package Downloads (Monthly)
  type: PropertyValue
  value: Hugging Face: 12,000,000+ | Replicate: N/A
additional property: Available Models (count)
  type: PropertyValue
  value: Hugging Face: 500,000+ | Replicate: N/A
additional property: API Cost (per 1M tokens)
  type: PropertyValue
  value: Hugging Face: $0.30 (Mistral 7B) - $5.00 (Llama 2 70B) | Replicate: N/A
additional property: MMLU Benchmark Score
  type: PropertyValue
  value: Hugging Face: 86.0% (best: Llama 3.1 405B) | Replicate: N/A
additional property: Free Trial Credits
  type: PropertyValue
  value: Hugging Face: Free tier indefinite | Replicate: N/A
additional property: Maximum Request Throughput
  type: PropertyValue
  value: Hugging Face: 100 RPS (standard) | Replicate: N/A
additional property: Model Transparency
  type: PropertyValue
  value: Hugging Face: Open-source (weights + code inspectable) | Replicate: N/A
additional property: Monthly Active Users
  type: PropertyValue
  value: Hugging Face: 1,300,000 | Replicate: 50K+ users
  value reference: Hugging Face
additional property: Enterprise Support SLA
  type: PropertyValue
  value: Hugging Face: Community-based, limited commercial options | Replicate: N/A
additional property: Deployment Flexibility
  type: PropertyValue
  value: Hugging Face: Cloud, on-premises, edge devices fully supported | Replicate: N/A
additional property: Company Valuation (2024)
  type: PropertyValue
  value: Hugging Face: $4.5 | Replicate: N/A
additional property: Minimum Hardware to Run
  type: PropertyValue
  value: Hugging Face: None (cloud); 16GB for local | Replicate: N/A
additional property: Setup Time
  type: PropertyValue
  value: Hugging Face: 10-15 (account, dependencies, API key) | Replicate: N/A
additional property: Free Tier API Limit
  type: PropertyValue
  value: Hugging Face: 30GB requests/month | Replicate: N/A
additional property: Production API Cost
  type: PropertyValue
  value: Hugging Face: $9-300+ (pay-as-you-go) | Replicate: N/A
additional property: Privacy Level
  type: PropertyValue
  value: Hugging Face: Cloud-hosted (data on servers) | Replicate: N/A
additional property: Community Contributors
  type: PropertyValue
  value: Hugging Face: 2,000,000+ monthly model downloads | Replicate: N/A
additional property: Inference Speed (Llama 2 7B)
  type: PropertyValue
  value: Hugging Face: 20-40 (varies by tier) | Replicate: N/A
additional property: Pre-trained Models Available
  type: PropertyValue
  value: Hugging Face: 500,000+ | Replicate: N/A
additional property: Minimum Inference Cost
  type: PropertyValue
  value: Hugging Face: $0 (free tier) or $9/month | Replicate: N/A
additional property: Typical ML Training Cost
  type: PropertyValue
  value: Hugging Face: Free (if using own compute) or $0.88-2.50 via paid inference | Replicate: N/A
interactivity type: active
significant link: https://www.aversusb.net/entity/hugging-face
significant link: https://www.aversusb.net/alternatives/hugging-face
significant link: https://www.aversusb.net/entity/replicate
significant link: https://www.aversusb.net/alternatives/replicate
significant link: https://www.aversusb.net/api/answer/hugging-face-vs-replicate)
significant link: https://www.aversusb.net/api/v1/schema/hugging-face-vs-replicate)
related link: https://www.aversusb.net/compare/hugging-face-vs-replicate
related link: https://www.aversusb.net/compare/llamaindex-vs-hugging-face
related link: https://www.aversusb.net/compare/langchain-vs-hugging-face
related link: https://www.aversusb.net/compare/hugging-face-vs-langchain
related link: https://www.aversusb.net/compare/hugging-face-vs-together-ai
related link: https://www.aversusb.net/compare/hugging-face-vs-openai
related link: https://www.aversusb.net/compare/hugging-face-vs-ollama
related link: https://www.aversusb.net/compare/hugging-face-vs-sagemaker
teaches: How to choose between Hugging Face and Replicate
genre: Software

primaryImage
type: ImageObject
width: 1200
height: 630
caption: Hugging Face vs Replicate — Side-by-side comparison on A Versus B

A Versus B
type: Organization

Hugging Face
type: SoftwareApplication
alternate name: HF
language: en-US
description: Open-source platform with 1.2M+ pre-trained models, transformers library, and inference APIs for NLP and computer vision.
subject of: Hugging Face vs Replicate

Replicate
type: SoftwareApplication
language: en-US
description: Production-grade API platform for running AI models with optimized inference and transparent pricing.
subject of: Hugging Face vs Replicate

Hugging Face vs Replicate — Structured Comparison Data
type: Dataset
description: Machine-readable comparison dataset for Hugging Face vs Replicate. Contains 96 attribute comparisons, 5 FAQ pairs.
language: en-US
license: https://creativecommons.org/licenses/by/4.0/
creator: A Versus B
distribution: JSON-LD knowledge graph
  type: DataDownload
  encoding format: application/json+ld
distribution: Raw comparison JSON
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  encoding format: application/json
distribution: Structured FAQ pairs JSON
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  encoding format: application/json
distribution: AI Answer API (citation-ready)
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distribution: Related comparisons JSON
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variable measured: GitHub Stars
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variable measured: Pre-trained Models
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variable measured: Data Connectors/Loaders
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variable measured: Transformers Library Monthly Downloads
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variable measured: Production Observability Features
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variable measured: Privacy Level
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variable measured: Community Contributors
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variable measured: Inference Speed (Llama 2 7B)
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variable measured: Typical ML Training Cost
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variable measured: Maximum Single GPU Memory
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variable measured: Enterprise Compliance Certifications
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variable measured: Monthly Active Developers
variable measured: Initial Setup Time
variable measured: Minimum GPU Memory (7B LLM)
variable measured: Free Tier Request Limit
variable measured: Data Transmission
variable measured: Community Features
variable measured: Download Size
variable measured: Transformers Library Downloads (weekly)
variable measured: Model Hub Size
is based on: https://www.aversusb.net/compare/hugging-face-vs-replicate)

Hugging Face vs Replicate — Attribute Category Vocabulary
type: DefinedTermSet
language: en-US
description: Taxonomy of attribute categories used to classify comparison data for Hugging Face vs Replicate.
has defined term: Community
has defined term: Ecosystem
has defined term: Integration
has defined term: Adoption
has defined term: Features
has defined term: Production Readiness
has defined term: Deployment
has defined term: Usability
has defined term: Performance
has defined term: Pricing
has defined term: Reliability
has defined term: Versatility
has defined term: Integration & Compatibility
has defined term: Support
has defined term: Development Speed
has defined term: Model Customization
has defined term: Coverage
has defined term: Flexibility
has defined term: LLM Orchestration
has defined term: Scale
has defined term: Onboarding
has defined term: Scalability
has defined term: Accessibility
has defined term: Infrastructure
has defined term: Finance
has defined term: System Requirements
has defined term: Ease of Use
has defined term: Pricing & Usage
has defined term: Security & Privacy
has defined term: Security & Compliance
has defined term: Capabilities
has defined term: Security
has defined term: Customization
has defined term: Operational Efficiency
has defined term: Hardware Requirements
has defined term: Privacy
has defined term: Collaboration
has defined term: Installation
has defined term: Resources
has defined term: Production Features
has defined term: Time to Market
has defined term: Developer Experience
has defined term: Learning Resources
has defined term: Library & Availability
has defined term: Functionality

Community
type: DefinedTerm
term code: community
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Ecosystem
type: DefinedTerm
term code: ecosystem
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Integration
type: DefinedTerm
term code: integration
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Adoption
type: DefinedTerm
term code: adoption
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Features
type: DefinedTerm
term code: features
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Production Readiness
type: DefinedTerm
term code: production-readiness
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Deployment
type: DefinedTerm
term code: deployment
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Usability
type: DefinedTerm
term code: usability
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Performance
type: DefinedTerm
term code: performance
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Pricing
type: DefinedTerm
term code: pricing
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Reliability
type: DefinedTerm
term code: reliability
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Versatility
type: DefinedTerm
term code: versatility
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Integration & Compatibility
type: DefinedTerm
term code: integration-&-compatibility
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Support
type: DefinedTerm
term code: support
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Development Speed
type: DefinedTerm
term code: development-speed
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Model Customization
type: DefinedTerm
term code: model-customization
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Coverage
type: DefinedTerm
term code: coverage
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Flexibility
type: DefinedTerm
term code: flexibility
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

LLM Orchestration
type: DefinedTerm
term code: llm-orchestration
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Scale
type: DefinedTerm
term code: scale
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Onboarding
type: DefinedTerm
term code: onboarding
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Scalability
type: DefinedTerm
term code: scalability
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Accessibility
type: DefinedTerm
term code: accessibility
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Infrastructure
type: DefinedTerm
term code: infrastructure
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Finance
type: DefinedTerm
term code: finance
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

System Requirements
type: DefinedTerm
term code: system-requirements
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Ease of Use
type: DefinedTerm
term code: ease-of-use
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Pricing & Usage
type: DefinedTerm
term code: pricing-&-usage
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Security & Privacy
type: DefinedTerm
term code: security-&-privacy
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Security & Compliance
type: DefinedTerm
term code: security-&-compliance
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Capabilities
type: DefinedTerm
term code: capabilities
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Security
type: DefinedTerm
term code: security
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Customization
type: DefinedTerm
term code: customization
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Operational Efficiency
type: DefinedTerm
term code: operational-efficiency
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Hardware Requirements
type: DefinedTerm
term code: hardware-requirements
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Privacy
type: DefinedTerm
term code: privacy
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Collaboration
type: DefinedTerm
term code: collaboration
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Installation
type: DefinedTerm
term code: installation
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Resources
type: DefinedTerm
term code: resources
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Production Features
type: DefinedTerm
term code: production-features
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Time to Market
type: DefinedTerm
term code: time-to-market
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Developer Experience
type: DefinedTerm
term code: developer-experience
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Learning Resources
type: DefinedTerm
term code: learning-resources
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Library & Availability
type: DefinedTerm
term code: library-&-availability
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

Functionality
type: DefinedTerm
term code: functionality
in defined term set: Hugging Face vs Replicate — Attribute Category Vocabulary

faq
type: FAQPage
language: en-US
is accessible for free: true
conditions of access: Free
date modified: 2026-07-07T16:41:25.849Z
author: A Versus B
publisher: A Versus B
is part of: hugging-face-vs-replicate)
main entity: Can I use Hugging Face models for free in production?
  type: Question
  accepted answer: Answer
    text: Partially. Hugging Face Spaces offers free inference hosting, but it's limited by rate limits, shared resources, and community server capacity. For guaranteed uptime and performance in production, you need a paid subscription ($9-$100/month). Replicate charges per inference instead, which may be cheaper for low-traffic applications.
    language: en-US
main entity: Which platform is better for deploying a commercial API?
  type: Question
  accepted answer: Answer
    text: Replicate is purpose-built for production deployment with 200-500ms response times, automatic scaling, and transparent pay-per-use pricing. Hugging Face requires upgrading to enterprise plans and has variable performance due to community hosting. For mission-critical applications, Replicate's reliability and latency guarantees are worth the cost.
    language: en-US
main entity: How many models can I access on each platform?
  type: Question
  accepted answer: Answer
    text: Hugging Face hosts 750,000+ community-contributed models across all domains, offering unmatched breadth for exploration. Replicate curates 500+ production-ready models, focusing on quality and reliability over quantity. For research, Hugging Face wins; for proven production use cases, Replicate's curation is more valuable.
    language: en-US
main entity: What's the cost difference between the two platforms?
  type: Question
  accepted answer: Answer
    text: Hugging Face uses monthly subscriptions ($9-$100/month) with free tier limitations. Replicate uses pay-per-use pricing ($0.000001-$0.02 per inference), with no monthly fees. A typical inference costs $0.001-$0.01 on Replicate. For heavy users, Replicate is often cheaper; for occasional users, Hugging Face free tier is unbeatable.
    language: en-US
main entity: Which platform is easier for beginners?
  type: Question
  accepted answer: Answer
    text: Hugging Face has a gentler learning curve for exploration thanks to its web UI, community support (2.7M users), and free hosting. Replicate is faster to productionize due to its simple REST API and minimal setup. Beginners should start on Hugging Face; when ready for production, migrate to Replicate for deployment.
    language: en-US

How to Choose Between Hugging Face and Replicate
type: HowTo
description: Hugging Face is a community-driven AI model hub with free hosting and broader model selection, while Replicate is a streamlined API-first platform optimized for production inference with pay-per-use pricing and faster setup.
language: en-US
total time: PT3M
step: Consider: Model Library Size
step: Consider: Primary Use Case
step: Consider: Free Tier Hosting
step: Consider: API Response Time
step: Consider: Developer Community Size
step: Consider: Setup Complexity
step: Consider: Pricing Model
tool: A Versus B Comparison Guide
tip: HowToTip
  text: Choose Hugging Face if you're exploring AI models, building research projects, or want cost-free hosting with access to thousands of open-source models. Choose Replicate if you need production-grade inference performance, minimal latency, and prefer transparent pay-as-you-go pricing without upfront commitments.

Consider: Model Library Size
type: HowToStep
position: 1
text: Model Library Size: Hugging Face has 750,000+ models, while Replicate has 500+ curated models.

Consider: Primary Use Case
type: HowToStep
position: 2
text: Primary Use Case: Hugging Face has Research, exploration, community sharing, while Replicate has Production inference, commercial deployment.

Consider: Free Tier Hosting
type: HowToStep
position: 3
text: Free Tier Hosting: Hugging Face has Yes, unlimited inference on Spaces, while Replicate has Limited, requires paid plan for production.

Consider: API Response Time
type: HowToStep
position: 4
text: API Response Time: Hugging Face has Variable, 2-30 seconds depending on model, while Replicate has Optimized, 200-500ms cold start average.

Consider: Developer Community Size
type: HowToStep
position: 5
text: Developer Community Size: Hugging Face has 2.7 million registered users (as of 2025), while Replicate has 150,000+ active developers.

Consider: Setup Complexity
type: HowToStep
position: 6
text: Setup Complexity: Hugging Face has Low for exploration, moderate for production, while Replicate has Very low, API-first design.

Consider: Pricing Model
type: HowToStep
position: 7
text: Pricing Model: Hugging Face has Freemium with subscription tiers ($9-$100/month), while Replicate has Pay-per-use ($0.000001-$0.02 per inference).

claimreview
type: ClaimReview
is accessible for free: true
conditions of access: Free
claim reviewed: Hugging Face vs Replicate
review body: Hugging Face is a community-driven AI model hub with free hosting and broader model selection, while Replicate is a streamlined API-first platform optimized for production inference with pay-per-use pricing and faster setup.
review rating: Rating
  rating: 5
  worst rating: 1
  best rating: 5
  alternate name: Verified Comparison
author: A Versus B
item reviewed: Hugging Face vs Replicate

Setup Time to First Model Deployment
type: PropertyValue
value: Hugging Face: 3-5 minutes via API | Replicate: N/A

Maximum Single GPU Memory
type: PropertyValue
value: Hugging Face: 16-40GB (via Inference API tiers) | Replicate: N/A

Enterprise Compliance Certifications
type: PropertyValue
value: Hugging Face: 0 (no formal certifications) | Replicate: N/A

Community Size
type: PropertyValue
value: Hugging Face: 2.7 million | Replicate: 150,000
value reference: Hugging Face

Supported ML Model Types
type: PropertyValue
value: Hugging Face: NLP, Vision (ViT), Audio, Multimodal, Reinforcement Learning | Replicate: N/A

Cost for 1M API Tokens
type: PropertyValue
value: Hugging Face: $0 (unlimited free tier) | Replicate: N/A

Top Model Accuracy (MMLU Benchmark)
type: PropertyValue
value: Hugging Face: Llama 3 70B: 85% | Replicate: N/A

Model Size Options
type: PropertyValue
value: Hugging Face: 1B, 7B, 13B, 70B, 405B open-source variants | Replicate: N/A

Data Privacy (Local Execution)
type: PropertyValue
value: Hugging Face: 100% - Full local deployment without server contact | Replicate: N/A

Enterprise SLA Uptime Guarantee
type: PropertyValue
value: Hugging Face: No SLA (community support) | Replicate: N/A

Fine-tuning Cost
type: PropertyValue
value: Hugging Face: $0 - Free local fine-tuning | Replicate: N/A

Monthly Active Developers
type: PropertyValue
value: Hugging Face: 10 million | Replicate: N/A

Initial Setup Time
type: PropertyValue
value: Hugging Face: 5-10 minutes | Replicate: N/A

Minimum GPU Memory (7B LLM)
type: PropertyValue
value: Hugging Face: 4-8GB | Replicate: N/A

Free Tier Request Limit
type: PropertyValue
value: Hugging Face: 30,000 (Inference API) | Replicate: N/A

Data Transmission
type: PropertyValue
value: Hugging Face: Data sent to Hugging Face servers (by default) | Replicate: N/A

Community Features
type: PropertyValue
value: Hugging Face: Model Cards, Discussions, Datasets, Leaderboards, 4+ features | Replicate: N/A

Download Size
type: PropertyValue
value: Hugging Face: Variable (1GB+, depends on install) | Replicate: N/A

Transformers Library Downloads (weekly)
type: PropertyValue
value: Hugging Face: 10,000,000+ | Replicate: N/A

Model Hub Size
type: PropertyValue
value: Hugging Face: 750,000+ | Replicate: N/A

Free Tier Cost
type: PropertyValue
value: Hugging Face: $0 (unlimited) | Replicate: N/A

Average Model Fine-Tuning Time
type: PropertyValue
value: Hugging Face: 10-15 lines | Replicate: N/A

Enterprise Monitoring/Governance
type: PropertyValue
value: Hugging Face: Basic (community plugins) | Replicate: N/A

Compute Cost Reduction (Spot Instances)
type: PropertyValue
value: Hugging Face: N/A (user-managed) | Replicate: N/A

AWS Integration Depth
type: PropertyValue
value: Hugging Face: Minimal (via APIs) | Replicate: N/A

Development Time for Production Deployment
type: PropertyValue
value: Hugging Face: 3-4 weeks (with external tooling) | Replicate: N/A

Setup Time (Hello World)
type: PropertyValue
value: Hugging Face: 30-45 min | Replicate: N/A

Free Hosting Included
type: PropertyValue
value: Hugging Face: Yes (Hugging Face Spaces) | Replicate: N/A

Inference API Latency
type: PropertyValue
value: Hugging Face: 200-500ms (variable by model) | Replicate: N/A

Primary Language Support
type: PropertyValue
value: Hugging Face: Python (primary), JavaScript | Replicate: N/A

Documentation Pages
type: PropertyValue
value: Hugging Face: 500+ guides & tutorials | Replicate: N/A

Total Available Models
type: PropertyValue
value: Hugging Face: 750,000+ | Replicate: 500+
value reference: Hugging Face

Average Cold Start Latency
type: PropertyValue
value: Hugging Face: 2,000-30,000ms | Replicate: 200-500ms
value reference: Replicate

Free Tier Monthly Cost
type: PropertyValue
value: Hugging Face: $0 (with rate limits) | Replicate: $0 (no free tier)

Minimum Production Plan Cost
type: PropertyValue
value: Hugging Face: $9 (Starter Plan) | Replicate: $0 (pay-per-use from $0.01)
value reference: Replicate

Setup Time to First Inference
type: PropertyValue
value: Hugging Face: 5-15 minutes | Replicate: 2-5 minutes
value reference: Replicate

API Rate Limit (Free Tier)
type: PropertyValue
value: Hugging Face: Limited (variable) | Replicate: N/A (no free tier)

Supported Model Types
type: PropertyValue
value: Hugging Face: 8+ (NLP, Vision, Audio, Multimodal, RL, etc.) | Replicate: 6 (primarily NLP, Vision, Audio)
value reference: Hugging Face

Monthly Active Community Users
type: PropertyValue
value: Hugging Face: 500,000+ | Replicate: N/A

Free Tier API Requests
type: PropertyValue
value: Hugging Face: Limited trials | Replicate: N/A

Inference Pricing (per 1M tokens)
type: PropertyValue
value: Hugging Face: Variable by model | Replicate: N/A

Pro Subscription Cost
type: PropertyValue
value: Hugging Face: $9 | Replicate: N/A

GitHub Transformers Library Stars
type: PropertyValue
value: Hugging Face: 80,000+ | Replicate: N/A

Fine-tuning Support
type: PropertyValue
value: Hugging Face: Via Transformers library (DIY) | Replicate: N/A

Cost Per 1M Inferences
type: PropertyValue
value: Hugging Face: N/A | Replicate: $1,750-3,500

Training & Fine-tuning Support
type: PropertyValue
value: Hugging Face: N/A | Replicate: Not supported

API Rate Limits (free tier)
type: PropertyValue
value: Hugging Face: N/A | Replicate: 100 requests/minute

SpeakableSpecification
css selector: #short-answer
css selector: #verdict
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xpath: //*[@id='short-answer']
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Hugging Face — Wikipedia
type: CreativeWork

Replicate — Wikipedia
type: CreativeWork

Compare Hugging Face vs Replicate
type: Action
additional type: CompareAction
target: https://www.aversusb.net/compare/hugging-face-vs-replicate)
object: Hugging Face
object: Replicate

Monthly Active Developers
type: PropertyValue
value reference: Community

Initial Setup Time
type: PropertyValue
value reference: Operational Efficiency

Minimum GPU Memory (7B LLM)
type: PropertyValue
value reference: Hardware Requirements

Free Tier Request Limit
type: PropertyValue
value reference: Pricing

Data Transmission
type: PropertyValue
value reference: Privacy

Community Features
type: PropertyValue
value reference: Collaboration

Download Size
type: PropertyValue
value reference: Installation

Transformers Library Downloads (weekly)
type: PropertyValue
value reference: Adoption

Model Hub Size
type: PropertyValue
value reference: Resources

Free Tier Cost
type: PropertyValue
value reference: Pricing

Average Model Fine-Tuning Time
type: PropertyValue
value reference: Ease of Use

Enterprise Monitoring/Governance
type: PropertyValue
value reference: Production Features

Compute Cost Reduction (Spot Instances)
type: PropertyValue
value reference: Pricing

AWS Integration Depth
type: PropertyValue
value reference: Integration

Development Time for Production Deployment
type: PropertyValue
value reference: Time to Market

Setup Time (Hello World)
type: PropertyValue
value reference: Developer Experience

Free Hosting Included
type: PropertyValue
value reference: Infrastructure

Inference API Latency
type: PropertyValue
value reference: Performance

Primary Language Support
type: PropertyValue
value reference: Developer Experience

Documentation Pages
type: PropertyValue
value reference: Learning Resources

Total Available Models
type: PropertyValue
value reference: Library & Availability

Average Cold Start Latency
type: PropertyValue
value reference: Performance

Free Tier Monthly Cost
type: PropertyValue
value reference: Pricing

Minimum Production Plan Cost
type: PropertyValue
value reference: Pricing

Setup Time to First Inference
type: PropertyValue
value reference: Developer Experience

API Rate Limit (Free Tier)
type: PropertyValue
value reference: Scalability

Supported Model Types
type: PropertyValue
value reference: Functionality

Monthly Active Community Users
type: PropertyValue
value reference: Community

Free Tier API Requests
type: PropertyValue
value reference: Pricing

Inference Pricing (per 1M tokens)
type: PropertyValue
value reference: Pricing

Pro Subscription Cost
type: PropertyValue
value reference: Pricing

GitHub Transformers Library Stars
type: PropertyValue
value reference: Community

Fine-tuning Support
type: PropertyValue
value reference: Features

Cost Per 1M Inferences
type: PropertyValue
value reference: Pricing

Training & Fine-tuning Support
type: PropertyValue
value reference: Features

API Rate Limits (free tier)
type: PropertyValue
value reference: Scalability