About Fireworks AI
Fireworks AI delivers ultra-fast open-source LLM inference, compound AI systems, and production-ready RAG solutions. Achieve 145 tokens/sec performance with cutting-edge AI infrastructure.
Overview
- Ultra-Fast AI Inference: Delivers 145 tokens/sec performance for Llama 4 Maverick models with H200 GPU support, outperforming competitors by 10-20% in streaming throughput
- Compound AI Architecture: f1 system combines specialized models and orchestration for complex reasoning tasks matching frontier model capabilities
- Open-Source Model Hosting: Supports deployment of custom-tuned open-source LLMs while maintaining enterprise-grade security and compliance
- Enterprise RAG Solutions: Integrated stack with MongoDB Atlas enables large-scale unstructured data analysis through retrieval-augmented generation systems
Use Cases
- Enterprise Data Analytics: Transform unstructured data into insights using MongoDB Atlas integration and RAG pipelines
- Real-Time AI Applications: High-frequency trading bots and customer service automation requiring <100ms response times
- Complex Reasoning Systems: Financial analysis and scientific research using compound AI architecture
- Scalable Model Deployment: Cost-effective hosting for custom-tuned open-source LLMs in regulated industries
Key Features
- Blazing Inference Speeds: 145 tokens/sec throughput with sub-100ms latency for real-time applications
- OpenAI-Compatible Interface: Seamless integration with existing workflows through function calling and JSON schema support
- Multimodal Context Handling: Supports million-token context windows for complex data processing
- Hybrid Deployment Options: Serverless public tier and dedicated on-demand infrastructure for enterprise needs
Final Recommendation
- Ideal for tech teams needing sub-100ms latency in financial services or real-time analytics
- Recommended for enterprises building compliant AI systems with private data sovereignty requirements
- Optimal solution for AI engineers requiring OpenAI API compatibility with open-source model flexibility
- Essential infrastructure for companies scaling multimodal RAG systems across millions of documents
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