Hugging Face vs Together AI
type: Article
description: Hugging Face is a comprehensive open-source ML platform with 1M+ model repository and strong community focus, while Together AI specializes in inference optimization and distributed computing with faster deployment capabilities. Hugging Face excels for model discovery and collaboration, whereas Together AI targets production-scale inference workloads.
language: en-US
date published: 2026-07-09T11:29:00.450Z
date created: 2026-07-09T11:29:00.450Z
date modified: 2026-07-09T11:29:01.147Z
content reference time: 2026-07-09T11:29:01.147Z
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+ model repository and strong community focus, while Together AI specializes in inference optimization and distributed computing with faster deployment capabilities. Hugging Face excels for model discovery and collaboration, whereas Together AI targets production-scale inference workloads.
text: Model Repository Size. Primary Focus. Inference Speed (LLM serving). Community Contributors. Enterprise API Cost Structure. Supported Model Types. Training Support
conclusion text: Choose Hugging Face if you need access to a massive model ecosystem, want to discover and share models with a global community, or require full training and fine-tuning capabilities. Choose Together AI if your priority is production-grade inference performance, cost optimization for high-throughput LLM applications, or distributed serving across multiple GPUs.
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: 500,000+ | 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: 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: 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: 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
additional property: Setup Time to First Model Deployment
  type: PropertyValue
  value: Hugging Face: 3-5 minutes via API | Together AI: N/A
additional property: Maximum Single GPU Memory
  type: PropertyValue
  value: Hugging Face: 16-40GB (via Inference API tiers) | Together AI: N/A
additional property: Enterprise Compliance Certifications
  type: PropertyValue
  value: Hugging Face: 0 (no formal certifications) | Together AI: N/A
additional property: Community Size
  type: PropertyValue
  value: Hugging Face: 650,000+ | 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/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
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 model hub and MLOps platform with 1M+ pre-trained models for NLP, computer vision, and audio.
subject of: Hugging Face vs Together AI

Together AI
type: SoftwareApplication
alternate name: TA
alternate name: Together Ai
language: en-US
description: Infrastructure platform optimizing LLM inference speed and cost with distributed computing and fine-tuning services.
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 113 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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distribution: Structured FAQ pairs JSON
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distribution: AI Answer API (citation-ready)
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distribution: Related comparisons JSON
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variable measured: Pre-trained Models
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variable measured: Transformers Library Downloads (weekly)
variable measured: Model Hub Size
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variable measured: Average Model Fine-Tuning Time
variable measured: Enterprise Monitoring/Governance
variable measured: Compute Cost Reduction (Spot Instances)
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: 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: Integration & Compatibility
has defined term: Development Speed
has defined term: Model Customization
has defined term: Coverage
has defined term: LLM Orchestration
has defined term: Support
has defined term: Scale
has defined term: Onboarding
has defined term: Scalability
has defined term: Accessibility
has defined term: Architecture
has defined term: Finance
has defined term: System Requirements
has defined term: Operations
has defined term: Pricing & Usage
has defined term: Security & Privacy
has defined term: Ease of Use
has defined term: Infrastructure
has defined term: Security & Compliance
has defined term: Capabilities
has defined term: Flexibility
has defined term: Security
has defined term: Customization
has defined term: Development Efficiency
has defined term: Hardware Requirements
has defined term: Privacy
has defined term: Audience Engagement
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: Compatibility
has defined term: Library & Availability
has defined term: Technical
has defined term: Functionality
has defined term: User Base
has defined term: Content
has defined term: History
has defined term: Economics
has defined term: Capability

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

Integration & Compatibility
type: DefinedTerm
term code: integration-&-compatibility
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

LLM Orchestration
type: DefinedTerm
term code: llm-orchestration
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

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

Architecture
type: DefinedTerm
term code: architecture
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

Operations
type: DefinedTerm
term code: operations
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

Ease of Use
type: DefinedTerm
term code: ease-of-use
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

Security & Compliance
type: DefinedTerm
term code: security-&-compliance
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

Flexibility
type: DefinedTerm
term code: flexibility
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

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

Development Efficiency
type: DefinedTerm
term code: development-efficiency
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

Audience Engagement
type: DefinedTerm
term code: audience-engagement
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

Compatibility
type: DefinedTerm
term code: compatibility
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

Technical
type: DefinedTerm
term code: technical
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

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

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

History
type: DefinedTerm
term code: history
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

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: 2026-07-09T11:29:01.147Z
author: A Versus B
publisher: A Versus B
is part of: hugging-face-vs-together-ai))
main entity: Which platform is better for exploring and discovering machine learning models?
  type: Question
  accepted answer: Answer
    text: Hugging Face is significantly better for exploration with 1M+ models across 10+ domains, comprehensive filtering by task and model type, and community-curated Model Cards with evaluation benchmarks. Together AI focuses on production inference optimization rather than model discovery.
    language: en-US
main entity: Which offers faster inference for production LLM applications?
  type: Question
  accepted answer: Answer
    text: Together AI provides 50-70% faster token generation through distributed inference optimization and is specifically designed for high-throughput production serving. Hugging Face Inference API is suitable for moderate workloads but isn't optimized for ultra-low latency at scale.
    language: en-US
main entity: Can I fine-tune models on both platforms?
  type: Question
  accepted answer: Answer
    text: Hugging Face offers comprehensive fine-tuning through its training infrastructure, Transformers library, and Notebook environment for end-to-end model customization. Together AI provides fine-tuning via API endpoints with focus on production deployment, making it better for enterprise fine-tuning workflows at scale.
    language: en-US
main entity: Which platform is more cost-effective for high-volume token generation?
  type: Question
  accepted answer: Answer
    text: Together AI is substantially more cost-effective at $0.90-1.50 per 1M tokens vs Hugging Face at $6.50-8.00 per 1M tokens for LLaMA 2 70B. Together AI's per-token pricing with volume discounts is optimized for production throughput, while Hugging Face free tier suits lower-volume exploration.
    language: en-US
main entity: Which has a larger community and more active development?
  type: Question
  accepted answer: Answer
    text: Hugging Face has 850K+ monthly active users compared to Together AI's 50K+, with significantly more community-contributed models and faster model release cycles. However, Together AI's community is more focused on production infrastructure and enterprise deployment.
    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+ model repository and strong community focus, while Together AI specializes in inference optimization and distributed computing with faster deployment capabilities. Hugging Face excels for model discovery and collaboration, whereas Together AI targets production-scale inference workloads.
language: en-US
total time: PT3M
step: Consider: Model Repository Size
step: Consider: Primary Focus
step: Consider: Inference Speed (LLM serving)
step: Consider: Community Contributors
step: Consider: Enterprise API Cost Structure
step: Consider: Supported Model Types
step: Consider: Training Support
tool: A Versus B Comparison Guide
tip: HowToTip
  text: Choose Hugging Face if you need access to a massive model ecosystem, want to discover and share models with a global community, or require full training and fine-tuning capabilities. Choose Together AI if your priority is production-grade inference performance, cost optimization for high-throughput LLM applications, or distributed serving across multiple GPUs.

Consider: Model Repository Size
type: HowToStep
position: 1
text: Model Repository Size: Hugging Face has 1M+ models, while Together AI has 500+ optimized models.

Consider: Primary Focus
type: HowToStep
position: 2
text: Primary Focus: Hugging Face has Open-source collaboration & model hosting, while Together AI has Inference optimization & distributed computing.

Consider: Inference Speed (LLM serving)
type: HowToStep
position: 3
text: Inference Speed (LLM serving): Hugging Face has Standard latency, while Together AI has 50-70% faster with token generation optimization.

Consider: Community Contributors
type: HowToStep
position: 4
text: Community Contributors: Hugging Face has 850K+ monthly active users, while Together AI has 50K+ monthly active users.

Consider: Enterprise API Cost Structure
type: HowToStep
position: 5
text: Enterprise API Cost Structure: Hugging Face has Pay-per-inference with free tier, while Together AI has Per-token pricing with volume discounts.

Consider: Supported Model Types
type: HowToStep
position: 6
text: Supported Model Types: Hugging Face has 10+ domains (NLP, vision, audio, multimodal), while Together AI has Specialized in LLMs and foundation models.

Consider: Training Support
type: HowToStep
position: 7
text: Training Support: Hugging Face has Full training infrastructure & notebook hosting, while Together AI has Inference-focused, limited training tools.

claimreview
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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+ model repository and strong community focus, while Together AI specializes in inference optimization and distributed computing with faster deployment capabilities. Hugging Face excels for model discovery and collaboration, whereas Together AI targets production-scale inference workloads.
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

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 | 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

Monthly Active Users
type: PropertyValue
value: Hugging Face: 1.2M | Together AI: N/A

Setup Time (Minutes)
type: PropertyValue
value: Hugging Face: 30-60 (for production) | Together AI: N/A

API Cost per 1M Predictions
type: PropertyValue
value: Hugging Face: Variable (depends on hosting) | Together AI: N/A

Fine-tuning Capabilities
type: PropertyValue
value: Hugging Face: Native with AutoTrain and Trainer | Together AI: N/A

Serverless Infrastructure
type: PropertyValue
value: Hugging Face: Partial (Spaces) | Together AI: N/A

Supported Task Types
type: PropertyValue
value: Hugging Face: 25+ (NLP, Vision, Audio, Reinforcement Learning) | Together AI: N/A

GitHub Stars
type: PropertyValue
value: Hugging Face: 130,000+ | Together AI: N/A

Pre-trained Models Available
type: PropertyValue
value: Hugging Face: 1,000,000+ | Together AI: N/A

Free Inference Tier Concurrent Requests
type: PropertyValue
value: Hugging Face: 32 concurrent | Together AI: N/A

LLM Provider Integrations
type: PropertyValue
value: Hugging Face: Limited (own API focus) | Together AI: N/A

Enterprise Inference Endpoints Cost (Min)
type: PropertyValue
value: Hugging Face: $9/month | Together AI: N/A

Model Domains Supported
type: PropertyValue
value: Hugging Face: 15+ (NLP, vision, audio, multimodal, RL) | Together AI: N/A

Year Founded
type: PropertyValue
value: Hugging Face: 2016 | Together AI: N/A

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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object: Hugging Face
object: Together AI

Data Transmission
type: PropertyValue
value reference: Privacy

Community Features
type: PropertyValue
value reference: Audience Engagement

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: Compatibility

Documentation Pages
type: PropertyValue
value reference: Support

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: Technical

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

Monthly Active Users
type: PropertyValue
value reference: User Base

Setup Time (Minutes)
type: PropertyValue
value reference: Ease of Use

API Cost per 1M Predictions
type: PropertyValue
value reference: Pricing

Fine-tuning Capabilities
type: PropertyValue
value reference: Features

Serverless Infrastructure
type: PropertyValue
value reference: Deployment

Supported Task Types
type: PropertyValue
value reference: Features

GitHub Stars
type: PropertyValue
value reference: Community

Pre-trained Models Available
type: PropertyValue
value reference: Content

Free Inference Tier Concurrent Requests
type: PropertyValue
value reference: Performance

LLM Provider Integrations
type: PropertyValue
value reference: Integration

Enterprise Inference Endpoints Cost (Min)
type: PropertyValue
value reference: Pricing

Model Domains Supported
type: PropertyValue
value reference: Content

Year Founded
type: PropertyValue
value reference: History

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: Infrastructure

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: Performance

Largest Available Model
type: PropertyValue
value reference: Capability

Commercial Support SLA
type: PropertyValue
value reference: Support