Serverless Pay-As-You-Go
Free
Pay per million tokens with $1 free credit
- Supported models
- Llama 3, Qwen 2.5, DeepSeek, FLUX.1
- LoRA hot-swapping
- Deploy fine-tuned adapters with zero overhead
Code · Vendor site 2026-10-04
Fireworks AI is a production inference and model customization platform that serves open-source language, multimodal, and image models with ultra-low latency and competitive pricing. It features LoRA adapter hot-swapping, function calling, structured outputs, and dedicated GPU deployments.
Production engineering teams needing sub-100ms time-to-first-token inference for compound AI systems, custom fine-tuned LoRA models, and multimodal workloads.
Serverless usage subject to platform concurrency limits; custom deployment minimum hours apply.
Fireworks AI is the production platform for running generative AI models with speed and cost efficiency, optimized for fine-tuned models, compound AI systems, and multimodal generation.
What it can do
Unknown is different from unavailable. Each fact carries its own evidence.
| Capability | Value | Evidence | Checked |
|---|---|---|---|
| LoRA Serving | Allows running hundreds of custom fine-tuned LoRA adapters on top of shared base model weights without needing separate dedicated GPU instances. | Facts sourced | 2026-10-04 |
Understand the total cost
Serverless Pay-As-You-Go
Free
Pay per million tokens with $1 free credit
Dedicated Deployment
Not listed
Billed per GPU hour for reserved hardware
Dalus is an AI-native model-based systems engineering platform for hardware teams. It unifies requirements, architecture, analysis, and verification in a collaborative environment aimed at aerospace, defense, robotics, automotive, and energy programs.
Explore toolCerebrium is a serverless GPU platform for deploying real-time AI workloads such as voice agents, video models, and LLMs with sub-second cold starts and elastic scaling. Teams run Python apps on managed GPUs across multiple regions and pay for compute by the second rather than reserved capacity.
Explore toolBuild Or Not is a startup research platform that combines AI tool traffic trends, backlink datasets, AI model listings, and startup revenue signals so builders validate ideas before investing engineering time.
Explore toolThe practical questions
Fireworks AI is a production inference and model customization platform that serves open-source language, multimodal, and image models with ultra-low latency and competitive pricing. It features LoRA adapter hot-swapping, function calling, structured outputs, and dedicated GPU deployments.
$1.00 in free credits upon registration to test serverless API endpoints.. This record lists ongoing free access; check the plan limits before starting.
No paid monthly price is listed; this record treats the product as free to start. See the plan cards for entitlements, billing commitments and seat minimums.
OpenAI-compatible REST API, streaming endpoints, Python and TypeScript client libraries, and fine-tuning APIs.. API access and subscription access may have different terms; consult the linked sources.
Serverless usage subject to platform concurrency limits; custom deployment minimum hours apply.
No retained pricing changes yet. A current price alone does not establish a historical trend.
Reviewed vendor source
Read original source ↗Facts apply to the named version and check date. Send a sourced correction if something changed.