kitio.aiAdded Oct 28, 2026
Fireworks AI
PaidFast inference and fine-tuning platform for open models
What is Fireworks AI?
Fireworks AI is an inference platform for serving open-source and custom models with low latency and high throughput. Companies use it to run models like DeepSeek, Qwen, Kimi and Llama in production, and to fine-tune them on their own data.
Fireworks offers serverless per-token APIs, on-demand dedicated GPUs, and reinforcement fine-tuning for adapting models to specific tasks. It supports structured outputs, function calling and multi-LoRA serving.
Its serving engine is tuned for speed on NVIDIA and AMD GPUs, and enterprise customers can deploy in their own cloud. Billing is per token or per GPU hour.
Features
- Serverless model API
- Dedicated GPU deployments
- Reinforcement fine-tuning
- Multi-LoRA serving
- Function calling
Tags
Releases
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Organization
Fireworks AI
🇺🇸 United States
Listed by kitio.ai · unverified owner
Pricing
- Pricing model
- Paid
- Paid options from
- Not listed
Fireworks AI plans
Serverless
Per 1M tokens
- No setup, no cold starts
- Fine-tuned models at base price
On-demand GPUs
$8.00 / hr (H100)
- Billed per GPU second
- H100, H200, B200, B300 options
- No charge for start-up time
Enterprise
Contact sales
- Higher rate limits
- Faster speeds, lower costs
- Region-restricted deployments
Prices in USD, checked Oct 28, 2026. Plans change often, so confirm on the Fireworks AI site.Official pricing
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Pros and cons
Pros
- Low latency on popular models
- Strong fine-tuning tools
- Quick support for new open models
Cons
- Dedicated GPUs are costly
- Fewer image models than rivals
- Docs assume ML experience
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Q&A
What is Fireworks AI?
Fireworks AI is an inference platform for serving open-source and custom models with low latency and high throughput. Companies use it to run models like DeepSeek, Qwen, Kimi and Llama in production, and to fine-tune them on their own data.
How much does Fireworks AI cost?
Fireworks AI is paid.
Is there a free version of Fireworks AI?
No. Fireworks AI is a paid tool.
What are the main features of Fireworks AI?
Serverless model API, Dedicated GPU deployments, Reinforcement fine-tuning, Multi-LoRA serving, Function calling.
Who makes Fireworks AI?
Fireworks AI is made by Fireworks AI.
What are the best alternatives to Fireworks AI?
Popular alternatives include Replicate, Together AI, DeepInfra.