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Fireworks AI vs Groq

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

Quick Comparison

	Fireworks AI	Groq
Category	Inference & Compute	Inference & Compute
Pricing	Usage-based	Freemium
Best For	Developers deploying open-source models who need fast, reliable, and cost-efficient inference	Developers building real-time AI applications where inference speed is the top priority
Website	fireworks.ai	groq.com
Key Features	Optimized inference for open-source models Function calling and JSON mode Fast iteration with model playground Competitive pricing Enterprise deployment options	Custom LPU inference chips Ultra-low latency inference Fastest tokens-per-second performance OpenAI-compatible API Free tier for experimentation
Use Cases	Production inference for open-source LLMs Fine-tuned model deployment Low-latency AI applications Compound AI systems Cost-optimized inference	Real-time AI applications needing lowest latency Interactive conversational AI High-throughput batch inference Cost-efficient inference for open-source models Latency-sensitive production deployments

When to Choose Fireworks AI vs Groq

Choose Fireworks AI if you need

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

Pricing: Usage-based

Choose Groq if you need

Real-time AI applications needing lowest latency
Interactive conversational AI
High-throughput batch inference

Pricing: Freemium

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.

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About Groq

Groq builds custom AI inference chips (Language Processing Units / LPUs) designed for extremely fast token generation. Groq's cloud platform offers the fastest inference speeds in the market, generating hundreds of tokens per second for models like Llama and Mixtral. The company's hardware architecture eliminates the memory bandwidth bottleneck that limits GPU-based inference, making it ideal for real-time and latency-sensitive AI applications.

View Groq 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.

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