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HuggingChat vs Together AI

A feature-by-feature comparison of HuggingChat and Together AI across 7 capability categories.

First tool

Try HuggingChat (opens in a new tab)

Second tool

Try Together AI (opens in a new tab)

Modalities — HuggingChat Wins

Modalities: HuggingChat compared with Together AI
Feature	HuggingChat	Together AI
Text Input	Yes	Yes, requires free plan. Serverless inference and playground take chat/completions text.
Image Upload / Vision	Yes. With multimodal models	Unknown. Vision on hosted models was not confirmed on the marketing homepage.
Image Generation	Yes. Stable Diffusion models available	Unknown. Together is inference/GPU cloud. Image model hosting was not on the homepage snippet.
Voice Mode	No	No. Not a conversational voice product.
Video Understanding	No	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	No. Chat/completions, not a PDF uploader.
Code Execution	No	Yes, requires plus plan. Code sandboxes are listed on the product page.
Audio Input	No	Unknown. Speech endpoints were not on the homepage snippet.
Canvas / Artifact Editor	No. Auto populated	No. Playground, not a canvas.
Screen Sharing / Computer Use	No. Auto populated	No. No computer-use product.

Memory & Context — HuggingChat Wins

Memory & Context: HuggingChat compared with Together AI
Feature	HuggingChat	Together AI
Persistent Memory	No	No. Stateless inference. You keep history.
Large Context Window	Yes. Depends on selected model	Unknown. Depends on the open model you host. No single Together window on the homepage.
Custom Instructions	Yes. System prompt support	Yes, requires free plan. System prompts in the API.
Conversation History	Yes	Partial. Playground/console history. The API is stateless.

Integrations — HuggingChat Wins

Integrations: HuggingChat compared with Together AI
Feature	HuggingChat	Together AI
Web Search / Browsing	Yes. DuckDuckGo/Brave search	No. Not a search product.
Plugins / Extensions	No	Partial. Endpoints, batch, dedicated clusters. Not a GPT plugin store.
API Access	Yes. Via Hugging Face Inference API	Yes, requires free plan. Inference API, fine-tuning, GPU cloud. Usage billing, not a seat.
Zapier Integration	No	Unknown. No first-party Zapier listing was checked.
Custom GPTs / Bots	Yes. Auto populated	No. No GPT store.
Real-time Collaboration	No. Auto populated	No. No multiplayer chat.
Live Social Data Integration		No. No live social firehose.
Live Citation Mapping		No. Not a cited-search product.

Developer — HuggingChat Wins

Developer: HuggingChat compared with Together AI
Feature	HuggingChat	Together AI
Function Calling	No	Unknown. Tool use on hosted models was not confirmed on the homepage.
Streaming Responses	Yes	Yes, requires plus plan. Serverless inference streams tokens. Research kernels (FlashAttention) are the latency pitch.
Fine-Tuning	No	Yes, requires plus plan. Fine-tuning is a listed product next to inference and GPU cloud.
Embeddings API	Yes. Via Hugging Face Inference API	Unknown. An embeddings endpoint was not confirmed on the homepage.
Structured Output (JSON)	No	Unknown. JSON mode was not confirmed on the homepage.
Reasoning / Thinking Mode	Yes. Auto populated	Unknown. You can host reasoning open models. No Together Deep Think toggle.
Local Execution	Yes. Serves open models that can equally be downloaded and run locally.	No. Cloud GPUs / serverless. Not on your laptop.
Open Weights		Partial. Inference cloud for open models. Together’s serving stack is not a weight release.
Multi-Agent Orchestration		No. You orchestrate in your app.

Platforms — Tie

Platforms: HuggingChat compared with Together AI
Feature	HuggingChat	Together AI
Web App	Yes	Yes, requires free plan. together.ai console.
iOS App	No	No. No iOS app.
Android App	No	No. No Android app.
Desktop App	No	No. No desktop app.
Chrome Extension	No	No. No Chrome extension.

Privacy — HuggingChat Wins

Privacy: HuggingChat compared with Together AI
Feature	HuggingChat	Together AI
GDPR Compliant	Yes	Unknown. Needs a current DPA read.
Opt Out of Data Training	Yes	Unknown. Training use of prompts was not checked.
Enterprise Privacy Mode	No	Unknown. Dedicated endpoints exist; enterprise contract terms were not on the homepage.

Workspaces — Tie

Workspaces: HuggingChat compared with Together AI
Feature	HuggingChat	Together AI
Projects / Folders	No. Auto populated	No. No consumer project product.