Hugging Face vs Together AI
A feature-by-feature comparison of Hugging Face and Together AI across 7 capability categories.
Modalities — Hugging Face Wins
| Feature | Hugging Face | Together AI |
|---|---|---|
Text Input | Yes, requires free plan. Hub search, model cards, and Inference Providers take text. HuggingChat is a separate matrix tool. | Yes, requires free plan. Serverless inference and playground take chat/completions text. |
Image Upload / Vision | Yes, requires free plan. Hub covers image/video/audio/3D models and Spaces demos. | Unknown. Vision on hosted models was not confirmed on the marketing homepage. |
Image Generation | Yes, requires free plan. Diffusers plus hosted image Spaces. The Hub is not a single first-party image model. | Unknown. Together is inference/GPU cloud. Image model hosting was not on the homepage snippet. |
Voice Mode | No. Not a conversational voice assistant. Audio models exist on the Hub. | No. Not a conversational voice product. |
Video Understanding | Partial. Video models and Spaces exist. Not a first-party video-chat product. | No. Not a video-analysis product. |
Video Generation | No. Not a video generation product. | No. Not a video generation product. |
File Upload (PDF, DOCX) | Yes, requires free plan. Upload models, datasets, and Space apps. Dataset viewer is documented. | No. Chat/completions, not a PDF uploader. |
Code Execution | Yes, requires free plan. Spaces run apps (including ZeroGPU). Inference Endpoints serve models. | Yes, requires plus plan. Code sandboxes are listed on the product page. |
Audio Input | Yes, requires free plan. Audio models and Spaces. Not a first-party STT studio. | Unknown. Speech endpoints were not on the homepage snippet. |
Canvas / Artifact Editor | No. Spaces are apps, not a chat canvas. | No. Playground, not a canvas. |
Screen Sharing / Computer Use | No. No computer-use product. | No. No computer-use product. |
Memory & Context — Together AI Wins
| Feature | Hugging Face | Together AI |
|---|---|---|
Persistent Memory | No. The Hub stores repos, not a personal chat memory. | No. Stateless inference. You keep history. |
Large Context Window | Unknown. Depends on the model you load. No Hub-wide window. | Unknown. Depends on the open model you host. No single Together window on the homepage. |
Custom Instructions | No. No global chat instruction profile for the Hub. | Yes, requires free plan. System prompts in the API. |
Conversation History | No. Not a chat-history product. (HuggingChat is separate.) | Partial. Playground/console history. The API is stateless. |
Integrations — Hugging Face Wins
| Feature | Hugging Face | Together AI |
|---|---|---|
Web Search / Browsing | No. You search the Hub, not the live web as an LLM tool. | No. Not a search product. |
Plugins / Extensions | Yes, requires free plan. Libraries (Transformers, Diffusers, smolagents) plus Spaces MCP listings. | Partial. Endpoints, batch, dedicated clusters. Not a GPT plugin store. |
API Access | Yes, requires plus plan. Inference Providers (45k+ models, no service fees listed) and Inference Endpoints from $0.033/hour. | Yes, requires free plan. Inference API, fine-tuning, GPU cloud. Usage billing, not a seat. |
Zapier Integration | Unknown. No first-party Zapier app was checked. | Unknown. No first-party Zapier listing was checked. |
Custom GPTs / Bots | Yes, requires free plan. Spaces and smolagents let you publish agents/apps. | No. No GPT store. |
Real-time Collaboration | Yes, requires free plan. Git-based Hub collaboration is the core pitch. | No. No multiplayer chat. |
Live Social Data Integration | No. No live social firehose. | No. No live social firehose. |
Live Citation Mapping | No. Not a cited-search product. | No. Not a cited-search product. |
Developer — Hugging Face Wins
| Feature | Hugging Face | Together AI |
|---|---|---|
Function Calling | Partial. smolagents and TGI can tool-call. That is libraries/endpoints, not a Hub GPT-store. | Unknown. Tool use on hosted models was not confirmed on the homepage. |
Streaming Responses | Yes, requires plus plan. Text Generation Inference and Inference Endpoints stream generations. | Yes, requires plus plan. Serverless inference streams tokens. Research kernels (FlashAttention) are the latency pitch. |
Fine-Tuning | Yes, requires free plan. PEFT, TRL, and Hub model training workflows are first-party libraries. | Yes, requires plus plan. Fine-tuning is a listed product next to inference and GPU cloud. |
Embeddings API | Yes, requires plus plan. Inference Providers/Endpoints serve embedding models from the Hub. | Unknown. An embeddings endpoint was not confirmed on the homepage. |
Structured Output (JSON) | Unknown. Depends on the served model. Not a Hub-wide JSON-schema guarantee. | Unknown. JSON mode was not confirmed on the homepage. |
Reasoning / Thinking Mode | Partial. You can host/run reasoning models. The Hub has no single Deep Think switch. | Unknown. You can host reasoning open models. No Together Deep Think toggle. |
Local Execution | Yes, requires free plan. Transformers/Diffusers/llama.cpp-style downloads. Transformers.js runs in the browser. | No. Cloud GPUs / serverless. Not on your laptop. |
Open Weights | Yes, requires free plan. The Hub is the public weight catalog. Many (not all) models are open. | Partial. Inference cloud for open models. Together’s serving stack is not a weight release. |
Multi-Agent Orchestration | Partial. smolagents is a first-party agent library. The Hub is not an orchestrator SaaS. | No. You orchestrate in your app. |
Platforms — Tie
| Feature | Hugging Face | Together AI |
|---|---|---|
Web App | Yes, requires free plan. huggingface.co plus Spaces as hosted ML apps. CPU Basic Spaces are free. | Yes, requires free plan. together.ai console. |
iOS App | No. No official iOS Hub app is documented. | No. No iOS app. |
Android App | No. No official Android Hub app is documented. | No. No Android app. |
Desktop App | No. Web + libraries. PRO mentions SSH/VS Code for Spaces, not a Hub desktop app. | No. No desktop app. |
Chrome Extension | No. No official Chrome extension. | No. No Chrome extension. |
Privacy — Hugging Face Wins
| Feature | Hugging Face | Together AI |
|---|---|---|
GDPR Compliant | Unknown. Needs a current Hugging Face DPA read. | Unknown. Needs a current DPA read. |
Opt Out of Data Training | Unknown. Public repos are public. Private-repo training policy was not checked. | Unknown. Training use of prompts was not checked. |
Enterprise Privacy Mode | Yes, requires enterprise plan. Team/Enterprise from $20/user/month: security, access controls, dedicated support. | Unknown. Dedicated endpoints exist; enterprise contract terms were not on the homepage. |
Workspaces — Hugging Face Wins
| Feature | Hugging Face | Together AI |
|---|---|---|
Projects / Folders | Yes, requires free plan. Orgs, collections, and git repos organize work. | No. No consumer project product. |