DeepSeek R1 0528, an updated version of the state-of-the-art DeepSeek R1 model, is now available. Try it now!

Virtual Cloud Infrastructure

Deploy anywhere. Scale effortlessly.

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Latest Hardware

Best-in-class infrastructure, delivered globally

Managing bare-metal GPU deployments is hard—fraught with hardware quirks, failover challenges, and global scaling headaches. Fireworks Virtual Cloud handles it all for you, with 18+ global regions across 8 providers (including BYOC), so your team can focus on shipping great products, not managing infrastructure.

Smart scaling
Scale

Run production workloads at massive scale

Fireworks processes over 5 trillion tokens per day and 100,000+ requests per second—comparable to Google Search. Powered by the latest GPUs like NVIDIA B200s and AMD MI300X, we deliver cutting-edge performance and cost efficiency at massive scale.

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Private Cloud

Run on Fireworks or bring your own cloud

Fireworks gives you the flexibility to deploy however you choose—bring your own GPUs or run fully on Fireworks’ cloud. Workloads are managed seamlessly across both environments, and you can tap into existing cloud spend by purchasing through AWS and GCP marketplaces to streamline procurement and billing.

Flexible deployment options for any workload

Fireworks has flexible deployment options to support you from idea to scale


Serverless

Start instantly with serverless inference. No need to configure GPUs, no cold starts and pay per token.

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On Demand

Scale traffic to on-demand GPUs for improved speeds, larger capacity and reduced costs. Deploy flexibly with auto-scaling and pay-per-second pricing

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Enterprise Reserved

Unlock enterprise features with reserved GPUs like multi-region deployments, custom optimizations, and BYOC compatibility

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Performance

Intelligent Scheduling for Peak AI Performance

Fireworks Virtual Cloud scheduler automatically allocates inference resources based on your workload’s unique needs—whether that’s global locality, autoscaling, compliance, or disaster resilience. Paired with our 3D Optimizer, it ensures every deployment is tuned for the ideal balance of speed, quality, and cost.