Hugging Face vs Together AI
type: Article
description: Hugging Face is a comprehensive open-source ML platform with 1M+ pre-trained models and strong community features, while Together AI specializes in efficient inference and fine-tuning through its optimized cloud API with lower latency. Hugging Face excels for model discovery and development, whereas Together AI prioritizes production deployment speed.
language: en-US
date published: 2026-07-07T16:42:35.815Z
date created: 2026-07-07T16:42:35.815Z
date modified: 2026-07-07T16:42:35.840Z
content reference time: 2026-07-07T16:42:35.840Z
author: A Versus B
publisher: A Versus B
about: Hugging Face
about: Together AI
abstract: Hugging Face is a comprehensive open-source ML platform with 1M+ pre-trained models and strong community features, while Together AI specializes in efficient inference and fine-tuning through its optimized cloud API with lower latency. Hugging Face excels for model discovery and development, whereas Together AI prioritizes production deployment speed.
text: Primary Focus. Available Models. Inference Latency (avg). Fine-tuning Capability. API Rate Limits (free tier). Community Size. Pricing Model
conclusion text: Choose Hugging Face if you need access to the largest model library, prefer an active open-source community, want to learn and experiment with ML models, or plan to self-host solutions. Choose Together AI if you prioritize fast inference speeds, need production-ready API deployment with minimal latency, want managed fine-tuning services, or require cost-effective scaling for high-volume inference workloads.
additional property: GitHub Stars
  type: PropertyValue
  value: Hugging Face: 140,000 | Together AI: N/A
additional property: Pre-trained Models
  type: PropertyValue
  value: Hugging Face: 1,000,000+ | Together AI: N/A
additional property: Data Connectors/Loaders
  type: PropertyValue
  value: Hugging Face: 0 (requires external) | Together AI: N/A
additional property: Transformers Library Monthly Downloads
  type: PropertyValue
  value: Hugging Face: 50,000,000+ | Together AI: N/A
additional property: Primary Use Case Optimization
  type: PropertyValue
  value: Hugging Face: Model training and fine-tuning | Together AI: N/A
additional property: Production Observability Features
  type: PropertyValue
  value: Hugging Face: Model cards, versioning, but requires external tools | Together AI: N/A
additional property: API Inference Service
  type: PropertyValue
  value: Hugging Face: Free Inference API included | Together AI: N/A
additional property: Learning Curve (weeks to productivity)
  type: PropertyValue
  value: Hugging Face: 3-4 weeks | Together AI: N/A
additional property: Available Models
  type: PropertyValue
  value: Hugging Face: 750,000+ | Together AI: 40+ models
  value reference: Hugging Face
additional property: Inference Latency
  type: PropertyValue
  value: Hugging Face: 150-300ms | Together AI: 50-100ms
  value reference: Together AI
additional property: API Token Cost (LLaMA 2 70B)
  type: PropertyValue
  value: Hugging Face: $1.50-$2.00 | Together AI: $0.48
  value reference: Together AI
additional property: Uptime SLA
  type: PropertyValue
  value: Hugging Face: 95% (standard tier) | Together AI: 99.9%
  value reference: Together AI
additional property: Community Users (Monthly)
  type: PropertyValue
  value: Hugging Face: 2,000,000 | Together AI: 50,000
  value reference: Hugging Face
additional property: Supported Model Domains
  type: PropertyValue
  value: Hugging Face: 15+ | Together AI: 2
  value reference: Hugging Face
additional property: Number of Integrated LLM Providers
  type: PropertyValue
  value: Hugging Face: 8 native providers | Together AI: N/A
additional property: Available Pre-trained Models
  type: PropertyValue
  value: Hugging Face: 1,000,000+ | Together AI: 50+
  value reference: Hugging Face
additional property: Native Model Hosting
  type: PropertyValue
  value: Hugging Face: Yes (Inference API with auto-scaling) | Together AI: N/A
additional property: GitHub Stars (2026)
  type: PropertyValue
  value: Hugging Face: 135,000+ stars | Together AI: N/A
additional property: Programming Languages Supported
  type: PropertyValue
  value: Hugging Face: Python primary, REST API for all | Together AI: N/A
additional property: Time to Build Basic RAG App
  type: PropertyValue
  value: Hugging Face: 60-120 minutes (requires custom integration) | Together AI: N/A
additional property: Fine-tuning Ease (1-10 scale)
  type: PropertyValue
  value: Hugging Face: AutoTrain no-code option (9/10) | Together AI: N/A
additional property: Cost for Production Deployment (monthly estimate)
  type: PropertyValue
  value: Hugging Face: $100-500+ (Inference API + compute) | Together AI: N/A
additional property: Available Models in Repository
  type: PropertyValue
  value: Hugging Face: 750,000+ | Together AI: N/A
additional property: LLM Provider Integrations
  type: PropertyValue
  value: Hugging Face: Limited (inference only) | Together AI: N/A
additional property: Memory Management Features
  type: PropertyValue
  value: Hugging Face: 1 (caching) | Together AI: N/A
additional property: Enterprise Support Plans Available
  type: PropertyValue
  value: Hugging Face: Yes (Hugging Face Enterprise) | Together AI: N/A
additional property: Average Model Download Time
  type: PropertyValue
  value: Hugging Face: 45-120 (depends on model size) | Together AI: N/A
additional property: RAG Pipeline Support
  type: PropertyValue
  value: Hugging Face: Manual (via Datasets) | Together AI: N/A
additional property: Python Package Downloads (Monthly)
  type: PropertyValue
  value: Hugging Face: 12,000,000+ | Together AI: N/A
additional property: Available Models (count)
  type: PropertyValue
  value: Hugging Face: 500,000+ | Together AI: N/A
additional property: API Cost (per 1M tokens)
  type: PropertyValue
  value: Hugging Face: $0.30 (Mistral 7B) - $5.00 (Llama 2 70B) | Together AI: N/A
additional property: MMLU Benchmark Score
  type: PropertyValue
  value: Hugging Face: 86.0% (best: Llama 3.1 405B) | Together AI: N/A
additional property: Free Trial Credits
  type: PropertyValue
  value: Hugging Face: Free tier indefinite | Together AI: $25
additional property: Maximum Request Throughput
  type: PropertyValue
  value: Hugging Face: 100 RPS (standard) | Together AI: 10,000+ RPS
  value reference: Together AI
additional property: Model Transparency
  type: PropertyValue
  value: Hugging Face: Open-source (weights + code inspectable) | Together AI: N/A
additional property: Monthly Active Users
  type: PropertyValue
  value: Hugging Face: 1,300,000 | Together AI: N/A
additional property: Enterprise Support SLA
  type: PropertyValue
  value: Hugging Face: Community-based, limited commercial options | Together AI: N/A
additional property: Deployment Flexibility
  type: PropertyValue
  value: Hugging Face: Cloud, on-premises, edge devices fully supported | Together AI: N/A
additional property: Company Valuation (2024)
  type: PropertyValue
  value: Hugging Face: $4.5 | Together AI: N/A
additional property: Minimum Hardware to Run
  type: PropertyValue
  value: Hugging Face: None (cloud); 16GB for local | Together AI: N/A
additional property: Setup Time
  type: PropertyValue
  value: Hugging Face: 10-15 (account, dependencies, API key) | Together AI: 5 (API key + REST call)
  value reference: Together AI
additional property: Free Tier API Limit
  type: PropertyValue
  value: Hugging Face: 30GB requests/month | Together AI: N/A
additional property: Production API Cost
  type: PropertyValue
  value: Hugging Face: $9-300+ (pay-as-you-go) | Together AI: N/A
additional property: Privacy Level
  type: PropertyValue
  value: Hugging Face: Cloud-hosted (data on servers) | Together AI: N/A
additional property: Community Contributors
  type: PropertyValue
  value: Hugging Face: 2,000,000+ monthly model downloads | Together AI: N/A
additional property: Inference Speed (Llama 2 7B)
  type: PropertyValue
  value: Hugging Face: 20-40 (varies by tier) | Together AI: N/A
additional property: Pre-trained Models Available
  type: PropertyValue
  value: Hugging Face: 500,000+ | Together AI: N/A
additional property: Minimum Inference Cost
  type: PropertyValue
  value: Hugging Face: $0 (free tier) or $9/month | Together AI: 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 | Together AI: 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/together-ai
significant link: https://www.aversusb.net/alternatives/together-ai
significant link: https://www.aversusb.net/api/answer/hugging-face-vs-together-ai)
significant link: https://www.aversusb.net/api/v1/schema/hugging-face-vs-together-ai)
related link: https://www.aversusb.net/compare/hugging-face-vs-together-ai
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-openai
related link: https://www.aversusb.net/compare/hugging-face-vs-ollama
related link: https://www.aversusb.net/compare/hugging-face-vs-sagemaker
related link: https://www.aversusb.net/compare/hugging-face-vs-replicate
teaches: How to choose between Hugging Face and Together AI
genre: Software

primaryImage
type: ImageObject
width: 1200
height: 630
caption: Hugging Face vs Together AI — 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 Together AI

Together AI
type: SoftwareApplication
alternate name: TA
alternate name: Together Ai
language: en-US
description: Inference and fine-tuning API platform optimized for speed and cost-efficiency
subject of: Hugging Face vs Together AI

Hugging Face vs Together AI — Structured Comparison Data
type: Dataset
description: Machine-readable comparison dataset for Hugging Face vs Together AI. Contains 104 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
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  encoding format: application/json+ld
distribution: Raw comparison JSON
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distribution: Structured FAQ pairs JSON
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distribution: AI Answer API (citation-ready)
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variable measured: Transformers Library Downloads (weekly)
variable measured: Model Hub Size
is based on: https://www.aversusb.net/compare/hugging-face-vs-together-ai)

Hugging Face vs Together AI — Attribute Category Vocabulary
type: DefinedTermSet
language: en-US
description: Taxonomy of attribute categories used to classify comparison data for Hugging Face vs Together AI.
has defined term: Community & Popularity
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: Community
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
has defined term: Capabilities
has defined term: Customization
has defined term: User Experience
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
has defined term: Economics
has defined term: Requirements
has defined term: Capability

Community & Popularity
type: DefinedTerm
term code: community-&-popularity
in defined term set: Hugging Face vs Together AI — Attribute Category Vocabulary

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

User Experience
type: DefinedTerm
term code: user-experience
in defined term set: Hugging Face vs Together AI — Attribute Category Vocabulary

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

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

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

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

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

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

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

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

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

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

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

Economics
type: DefinedTerm
term code: economics
in defined term set: Hugging Face vs Together AI — Attribute Category Vocabulary

Requirements
type: DefinedTerm
term code: requirements
in defined term set: Hugging Face vs Together AI — Attribute Category Vocabulary

Capability
type: DefinedTerm
term code: capability
in defined term set: Hugging Face vs Together AI — Attribute Category Vocabulary

faq
type: FAQPage
language: en-US
is accessible for free: true
conditions of access: Free
date modified: 2026-07-07T16:42:35.840Z
author: A Versus B
publisher: A Versus B
is part of: hugging-face-vs-together-ai)
main entity: Which platform is better for beginners learning machine learning?
  type: Question
  accepted answer: Answer
    text: Hugging Face is superior for beginners. It has 1M+ models to explore, extensive documentation, a large community answering questions, and the Transformers library is the industry standard. Together AI is production-focused and better suited for deployed applications.
    language: en-US
main entity: Which is faster for real-time inference in production?
  type: Question
  accepted answer: Answer
    text: Together AI is significantly faster with 50-100ms latency vs Hugging Face's 150-300ms. This 3-6x speed advantage makes Together AI ideal for real-time chatbots, search systems, and recommendation engines where latency matters.
    language: en-US
main entity: Can I fine-tune custom models on both platforms?
  type: Question
  accepted answer: Answer
    text: Yes, both support fine-tuning. Hugging Face requires you to implement fine-tuning using the Transformers library (more control, steeper learning curve). Together AI offers managed fine-tuning as a service, handling optimization automatically (faster setup, less technical overhead).
    language: en-US
main entity: What's the actual cost difference for a small startup?
  type: Question
  accepted answer: Answer
    text: For a startup experimenting: Hugging Face free tier is free but limited; Together AI gives 5,000 free requests monthly. For production: Together AI's pay-as-you-go ($0.0001-$0.002 per token) scales from $0 to thousands based on usage, while Hugging Face requires a $9/month subscription minimum.
    language: en-US
main entity: Which has better model selection and variety?
  type: Question
  accepted answer: Answer
    text: Hugging Face dominates with 1,000,000+ models across NLP, vision, audio, and multimodal domains. Together AI offers 50+ carefully curated models, prioritizing speed and cost. For research and exploration, Hugging Face is unmatched; for production deployment, Together AI's smaller selection is optimized for performance.
    language: en-US

How to Choose Between Hugging Face and Together AI
type: HowTo
description: Hugging Face is a comprehensive open-source ML platform with 1M+ pre-trained models and strong community features, while Together AI specializes in efficient inference and fine-tuning through its optimized cloud API with lower latency. Hugging Face excels for model discovery and development, whereas Together AI prioritizes production deployment speed.
language: en-US
total time: PT3M
step: Consider: Primary Focus
step: Consider: Available Models
step: Consider: Inference Latency (avg)
step: Consider: Fine-tuning Capability
step: Consider: API Rate Limits (free tier)
step: Consider: Community Size
step: Consider: Pricing Model
tool: A Versus B Comparison Guide
tip: HowToTip
  text: Choose Hugging Face if you need access to the largest model library, prefer an active open-source community, want to learn and experiment with ML models, or plan to self-host solutions. Choose Together AI if you prioritize fast inference speeds, need production-ready API deployment with minimal latency, want managed fine-tuning services, or require cost-effective scaling for high-volume inference workloads.

Consider: Primary Focus
type: HowToStep
position: 1
text: Primary Focus: Hugging Face has Model hub, community, training tools, while Together AI has Inference optimization, API deployment.

Consider: Available Models
type: HowToStep
position: 2
text: Available Models: Hugging Face has 1,000,000+ pre-trained models, while Together AI has 50+ curated open-source models.

Consider: Inference Latency (avg)
type: HowToStep
position: 3
text: Inference Latency (avg): Hugging Face has 150-300ms per request, while Together AI has 50-100ms per request.

Consider: Fine-tuning Capability
type: HowToStep
position: 4
text: Fine-tuning Capability: Hugging Face has Native support via Transformers library, while Together AI has Managed fine-tuning service included.

Consider: API Rate Limits (free tier)
type: HowToStep
position: 5
text: API Rate Limits (free tier): Hugging Face has Limited to Inference API trials, while Together AI has Up to 5,000 requests/month free.

Consider: Community Size
type: HowToStep
position: 6
text: Community Size: Hugging Face has 500K+ active monthly users, while Together AI has 30K+ active monthly users.

Consider: Pricing Model
type: HowToStep
position: 7
text: Pricing Model: Hugging Face has Free tier + pro subscription ($9/month), while Together AI has Pay-as-you-go ($0.0001-$0.002 per token).

claimreview
type: ClaimReview
is accessible for free: true
conditions of access: Free
claim reviewed: Hugging Face vs Together AI
review body: Hugging Face is a comprehensive open-source ML platform with 1M+ pre-trained models and strong community features, while Together AI specializes in efficient inference and fine-tuning through its optimized cloud API with lower latency. Hugging Face excels for model discovery and development, whereas Together AI prioritizes production deployment speed.
review rating: Rating
  rating: 5
  worst rating: 1
  best rating: 5
  alternate name: Verified Comparison
author: A Versus B
item reviewed: Hugging Face vs Together AI

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

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

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

Community Size
type: PropertyValue
value: Hugging Face: 2.7 million | Together AI: N/A

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Total Available Models
type: PropertyValue
value: Hugging Face: 750,000+ | Together AI: N/A

Average Cold Start Latency
type: PropertyValue
value: Hugging Face: 2,000-30,000ms | Together AI: N/A

Free Tier Monthly Cost
type: PropertyValue
value: Hugging Face: $0 (with rate limits) | Together AI: N/A

Minimum Production Plan Cost
type: PropertyValue
value: Hugging Face: $9 (Starter Plan) | Together AI: N/A

Setup Time to First Inference
type: PropertyValue
value: Hugging Face: 5-15 minutes | Together AI: 2-3 (API key signup only)
value reference: Together AI

API Rate Limit (Free Tier)
type: PropertyValue
value: Hugging Face: Limited (variable) | Together AI: N/A

Supported Model Types
type: PropertyValue
value: Hugging Face: 8+ (NLP, Vision, Audio, Multimodal, RL, etc.) | Together AI: N/A

Monthly Active Community Users
type: PropertyValue
value: Hugging Face: 500,000+ | Together AI: 30,000+
value reference: Hugging Face

Free Tier API Requests
type: PropertyValue
value: Hugging Face: Limited trials | Together AI: 5,000 requests

Inference Pricing (per 1M tokens)
type: PropertyValue
value: Hugging Face: Variable by model | Together AI: $1.00-$2.00

Pro Subscription Cost
type: PropertyValue
value: Hugging Face: $9 | Together AI: No subscription (pay-as-you-go)
value reference: Together AI

GitHub Transformers Library Stars
type: PropertyValue
value: Hugging Face: 80,000+ | Together AI: Not applicable

Fine-tuning Support
type: PropertyValue
value: Hugging Face: Via Transformers library (DIY) | Together AI: Managed service included

Total Cost of Ownership (12 months, 1M daily tokens)
type: PropertyValue
value: Hugging Face: N/A | Together AI: $730-$1,825

Inference Latency (7B model, first token)
type: PropertyValue
value: Hugging Face: N/A | Together AI: 50-150ms

Throughput (7B model)
type: PropertyValue
value: Hugging Face: N/A | Together AI: 60-120

Minimum Hardware Requirements
type: PropertyValue
value: Hugging Face: N/A | Together AI: Internet connection only

Maximum Concurrent Requests
type: PropertyValue
value: Hugging Face: N/A | Together AI: 1000+ (auto-scaling)

Base Cost
type: PropertyValue
value: Hugging Face: N/A | Together AI: $20-100 (variable)

Average Inference Latency
type: PropertyValue
value: Hugging Face: N/A | Together AI: 50-200ms (optimized)

Data Privacy Level
type: PropertyValue
value: Hugging Face: N/A | Together AI: 0% (cloud-based)

Maximum Throughput
type: PropertyValue
value: Hugging Face: N/A | Together AI: 1000+ (auto-scaling)

Largest Available Model
type: PropertyValue
value: Hugging Face: N/A | Together AI: 405B (Llama 3.1)

Commercial Support SLA
type: PropertyValue
value: Hugging Face: N/A | Together AI: 99.5% uptime guarantee

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Hugging Face — Wikipedia
type: CreativeWork

Together AI — Wikipedia
type: CreativeWork

Compare Hugging Face vs Together AI
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additional type: CompareAction
target: https://www.aversusb.net/compare/hugging-face-vs-together-ai)
object: Hugging Face
object: Together AI

Monthly Active Developers
type: PropertyValue
value reference: Community

Initial Setup Time
type: PropertyValue
value reference: User Experience

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

Total Cost of Ownership (12 months, 1M daily tokens)
type: PropertyValue
value reference: Economics

Inference Latency (7B model, first token)
type: PropertyValue
value reference: Performance

Throughput (7B model)
type: PropertyValue
value reference: Performance

Minimum Hardware Requirements
type: PropertyValue
value reference: Requirements

Maximum Concurrent Requests
type: PropertyValue
value reference: Scalability

Base Cost
type: PropertyValue
value reference: Pricing

Average Inference Latency
type: PropertyValue
value reference: Performance

Data Privacy Level
type: PropertyValue
value reference: Security

Maximum Throughput
type: PropertyValue
value reference: Scalability

Largest Available Model
type: PropertyValue
value reference: Capability

Commercial Support SLA
type: PropertyValue
value reference: Support