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Fireworks On-Demand Deployments

Run an open model on dedicated NVIDIA GPUs, from H100 to GB300, billed per GPU-second.

Overview

On-Demand Deployments give a model its own dedicated GPUs on Fireworks, for steady, high-volume or latency-sensitive production use. You choose the model and GPU type, and pay per GPU-second with no extra charge for start-up time. Per-GPU prices: NVIDIA H100 80 GB and H200 141 GB at US$8 an hour, B200 180 GB at US$13, B300 288 GB at US$15 and GB300 288 GB at US$20. Deployments locked to a specific region cost 1.5 times as much. For larger commitments, Fireworks offers enterprise reserved capacity through its sales team. Deployments use the same OpenAI-compatible API as Serverless, and can run your own fine-tuned models. Prices change often, so check Fireworks' pricing page for current rates.

Specifications

Plan information
Hosting typeDedicated endpoint
Model familiesLlama, Mistral, DeepSeek, Qwen, Gemma, gpt-oss
LLM modelsLlama 3.3 70B Instruct, Mistral NeMo, DeepSeek-R1, DeepSeek-V3.1, Qwen2.5 72B Instruct, Qwen2.5-Coder 32B Instruct, Qwen3 32B, Qwen3 30B-A3B, Qwen3 235B-A22B, Gemma 2 9B, Gemma 3 4B, Gemma 3 12B, Gemma 3 27B, gpt-oss-120b, gpt-oss-20b
Pricing rangeUS$8 – US$20
Pricing modelPer GPU-hour, Reserved or committed capacity
Free tier availableNo
Data center locations
Hardware / GPU optionsNVIDIA H100 80 GB, H200 141 GB, B200 180 GB, B300 288 GB and GB300 288 GB GPUs.
VRAM & memory80 GB – 288 GB
Maximum model size671B
OpenAI-compatible APIYes

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