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Together AI Review — Joute's Take

Together AI review: the fastest open source LLM inference platform. Pricing, alternatives, and who it's actually for.

J
The Jouster
Tests AI tools for real, from Paris
Updated
4 min read
Tool fact sheet
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Together AI
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Together AI in brief

The best inference infrastructure for open source models in production. Faster and more reliable than Hugging Face Inference for high-load applications.

  • PriceUsage-based API
  • CategoryAI Chat
  • RecommendedYes

The Essentials

  • Cloud inference platform for open source models (Llama, Mistral, Qwen, etc.)
  • OpenAI-compatible API, easy migration from openai-python
  • Usage-based pricing, generally cheaper than GPT-4 for comparable models
  • Very low latency thanks to dedicated GPU infrastructure

What is Together AI?

Together AI is a cloud inference platform specialized in open source models. Instead of managing GPUs yourself or using Hugging Face Inference API (often slow), Together provides an optimized infrastructure to run Llama 3.3 70B, Mistral Large, Qwen2.5, DeepSeek, and dozens of other models with low latency and production reliability. The API is OpenAI-compatible, meaning you just change the base URL and API key in your existing code.

Strengths

OpenAI API Compatibility

Trivial migration from GPT-4 to Llama 3.3: change the base URL and model name, your existing code works. No new SDK to learn.

Extensive Model Catalog

100+ open source models available: Llama, Mistral, Qwen, Falcon, DeepSeek, etc. The catalog is regularly updated with new releases.

Competitive Pricing

Llama 3.3 70B tokens on Together cost a fraction of GPT-4o. For high volumes with capable open source models, the savings are real.

Limits

API Only, No Chat Interface

Together isn't a consumer chatbot. It's developer infrastructure. If you want to test models without coding, use HuggingChat.

No Proprietary Models

No GPT-4, no Claude, no Gemini. Together is open source only. For frontier proprietary models, stick with native APIs.

Pricing

Usage-based billing by model and token volume. No fixed subscription. Check together.ai/pricing for per-model rates.

Alternatives

Together AI = fast, reliable open source inference. Alternative Groq (groq.com) = ultra-fast inference on specialized hardware (LPU). Alternative Fireworks AI (fireworks.ai) = direct competitor, similar catalog.

Verdict

Together AI is the default choice for developers who want to run open source models in production without managing GPU infrastructure. OpenAI compatibility and competitive pricing make it a natural complement for cutting LLM costs while keeping the same code patterns.

FAQ

Is Together AI really compatible with the OpenAI SDK?

Yes. Just set base_url="https://api.together.xyz/v1" and api_key=TOGETHER_API_KEY in the OpenAI client. The rest of your code doesn't change.

Llama 3.3 70B Instruct, Mistral 7B Instruct, and Qwen2.5 72B are among the most used. DeepSeek V3 is also available.

Does Together AI offer fine-tuning?

Yes, Together AI offers fine-tuning options on open source models. See the documentation at together.ai.

What is the context limit on Together AI?

Depends on the model. Llama 3.3 supports 128K tokens on Together. Check each model's page for exact limits.


Joute may earn a commission on subscriptions taken out via links in this article. It doesn't change our reviews.

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Screenshots Together AI

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Together AI homepage, chat & models AI tool
Homepage
Together AI pricing page: plans and rates
Pricing
Together AI features, chat & models AI tool
Features
Together AI interface in use
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Together AI dashboard view
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Together AI in action, chat & models AI tool
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Together AI app screen
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The Jouster's verdict

Together AI : 0/10.

The best inference infrastructure for open source models in production. Faster and more reliable than Hugging Face Inference for high-load applications..

Test Together AI yourself

A free trial is available. Plan thirty minutes to form your own opinion.

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Together AI

Usage-based API