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Fireworks AI vs Together AI

Compare Fireworks AI and Together AI side by side. Both are tools in the Inference & Compute category.

Quick Comparison

	Fireworks AI	Together AI
Category	Inference & Compute	Inference & Compute
Pricing	Usage-based	Usage-based
Best For	Developers deploying open-source models who need fast, reliable, and cost-efficient inference	Developers and companies deploying open-source AI models in production
Website	fireworks.ai	together.ai
Key Features	Optimized inference for open-source models Function calling and JSON mode Fast iteration with model playground Competitive pricing Enterprise deployment options	Inference and training cloud Open-source model hosting Serverless inference endpoints Fine-tuning as a service Competitive GPU pricing
Use Cases	Production inference for open-source LLMs Fine-tuned model deployment Low-latency AI applications Compound AI systems Cost-optimized inference	Hosting open-source LLMs in production Fine-tuning models on custom data Cost-efficient inference at scale Training custom models Rapid model prototyping

When to Choose Fireworks AI vs Together AI

Choose Fireworks AI if you need

Production inference for open-source LLMs
Fine-tuned model deployment
Low-latency AI applications

Pricing: Usage-based

Choose Together AI if you need

Hosting open-source LLMs in production
Fine-tuning models on custom data
Cost-efficient inference at scale

Pricing: Usage-based

About Fireworks AI

Fireworks AI is a generative AI inference platform that offers fast, cost-efficient model serving. The platform hosts popular open-source models and supports custom model deployments with optimized inference using proprietary serving technology. Fireworks specializes in compound AI systems with features like function calling, JSON mode, and grammar-guided generation that make it easy to build structured AI applications.

View Fireworks AI profile →Visit website

About Together AI

Together AI provides a cloud platform for running, fine-tuning, and training open-source AI models. The platform hosts popular models like Llama, Mistral, and Stable Diffusion with optimized inference that delivers fast generation at competitive prices. Together AI also offers GPU clusters for custom training jobs and has contributed to several breakthrough open-source AI research projects.

View Together AI profile →Visit website

What is Inference & Compute?

Platforms that provide GPU compute, model hosting, and inference APIs. These companies serve open-source and third-party models, offer optimized inference engines, and provide cloud GPU infrastructure for AI workloads.

Browse all Inference & Compute tools →