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    Fireworks AI (Pay-As-You-Go)

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    Experience the fastest inference and fine-tuning platform with Fireworks AI. Utilize state-of-the-art open-source models, fine-tune them, or deploy your own at no additional cost. Access a diverse library of models across various modalities - including text, vision, embedding, audio, image, and multimodal - to build and scale your AI applications efficiently. <br><br>- Blazing fast inference for 100+ models<br>- Fine-tune and deploy in minutes<br>- Building blocks for compound AI systems<br><br>Start in seconds and pay-per-token with our serverless deployment.<br>Or<br>Use our dedicated deployments, fully optimized to your use case.
    4.2

    Overview

    Experience the fastest inference and fine-tuning platform with Fireworks AI. Utilize state-of-the-art open-source AI models at blazing speed, optimized for your use case, scaled globally with the Fireworks Inference Cloud
    - Own Your AI: Control your models, data, and costs
    - Customize Your AI: Tune model quality, speed, and cost to your use case
    - Scale effortlessly: Run production workloads globally with 99.9% SLA
    - Access 1000s of models: Day-0 support for models like DeepSeek, Kimi, gpt-oss, Qwen, etc.

    Start in seconds and pay-per-token with our serverless deployment.
    Or
    Use our dedicated deployments, fully optimized to your use case.

    Highlights

    • Build: Prototype Instantly1000s of Day-Zero Optimized Open Models: Instantly access a vast, pre-optimized library of state-of-the-art open-source models (text, image, audio, multimodal).Launch with Zero Overhead: Go from idea to output in second-with just a prompt. Run the latest models on Fireworks serverless, with no GPU setup
    • Tune: Perfect Your Usecase Your use case is unique. The most valuable AI is built by combining models with your product data. Fireworks AI empowers you to own the full lifecycle of your Generative AI applications, ensuring maximum performance and control. Leverage advanced reinforcement fine-tuning to custom-train models on your proprietary data without complexity. Fine-Tune with our LoRA-based service, twice as cost-efficient as other providers
    • Scale: Deploy Anywhere, Effortlessly Managed Infrastructure: We abstract away the complexity of managing GPU infrastructure, offering auto-scaling dedicated or on-demand deployments. Deploy Globally: Scale production workloads seamlessly across AWS. Continuous Performance Optimization: Our infrastructure maximizes your model's performance at all times, ready to handle massive spikes and mission-critical traffic.

    Details

    Delivery method

    Deployed on AWS
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    Introducing multi-product solutions

    You can now purchase comprehensive solutions tailored to use cases and industries.

    Multi-product solutions

    Features and programs

    Financing for AWS Marketplace purchases

    AWS Marketplace now accepts line of credit payments through the PNC Vendor Finance program. This program is available to select AWS customers in the US, excluding NV, NC, ND, TN, & VT.
    Financing for AWS Marketplace purchases

    Pricing

    Fireworks AI (Pay-As-You-Go)

     Info
    Pricing is based on actual usage, with charges varying according to how much you consume. Subscriptions have no end date and may be canceled any time.
    Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator  to estimate your infrastructure costs.

    Usage costs (1)

     Info
    Dimension
    Description
    Cost/unit
    Fireworks_PAYG
    $ / 1M tokens
    $10,000.00

    Vendor refund policy

    All fees are non-refundable and non-cancellable except as required by law.

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    Legal

    Vendor terms and conditions

    Upon subscribing to this product, you must acknowledge and agree to the terms and conditions outlined in the vendor's End User License Agreement (EULA) .

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    Usage information

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    Delivery details

    Software as a Service (SaaS)

    SaaS delivers cloud-based software applications directly to customers over the internet. You can access these applications through a subscription model. You will pay recurring monthly usage fees through your AWS bill, while AWS handles deployment and infrastructure management, ensuring scalability, reliability, and seamless integration with other AWS services.

    Support

    Vendor support

    Email support services are available from Monday to Friday.
    support@fireworks.ai 
    support@fireworks.ai 

    AWS infrastructure support

    AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.

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    Customer reviews

    Ratings and reviews

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    4.2
    4 ratings
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    4 external reviews
    External reviews are from G2  and PeerSpot .
    Amar-Kumar

    Chatbot exploration has enabled personalized product and offer recommendations for users

    Reviewed on Apr 07, 2026
    Review provided by PeerSpot

    What is our primary use case?

    My main use case for Fireworks AI  is to build a chatbot and recommendation engine to recommend products to users of my application. Since I work in a QSR-based domain, I want to give recommendations such as showing potato fries as an option if a burger is added to the cart, which is the type of automation I want to achieve with Fireworks AI .

    I envision the chatbot working for my users by handling common queries and focusing on product suggestions. As a core technical person, I explore everything about AI products, and I am currently using Fireworks AI to understand what we can achieve with our chatbot for queries such as 'Where is my order?' or 'Give me the list of products under happy hour offers.'

    I am focusing on the chatbot and recommendation engine, which are the major use cases I am exploring, including other AI options, not only Fireworks AI.

    What is most valuable?

    Based on my exploration so far, I find that Fireworks AI offers a platform where I can run and build my own AI models, which I consider to be the best feature. Fireworks AI has positively impacted my organization by fulfilling my use cases to some extent, and I definitely want to explore more as it is close to addressing my needs.

    What needs improvement?

    When exploring the flexibility or ease of use of Fireworks AI, I find that it is too early to say, but I can say that it is easy to understand and integrates easily by following the given steps.

    Based on my exploration so far, I find that it is too early to judge any improvements or negative aspects of Fireworks AI, as I am still in the exploration phase.

    For how long have I used the solution?

    I have been using Fireworks AI for a few days in the exploration phase only, and I have not implemented it yet.

    What do I think about the stability of the solution?

    Fireworks AI is stable from what I have seen so far, and based on my exploration, it is stable.

    What do I think about the scalability of the solution?

    Regarding scalability, Fireworks AI is showing itself as a stable product based on my exploration.

    How are customer service and support?

    I have not had the chance to contact or connect with Fireworks AI customer support.

    What other advice do I have?

    My advice for others looking into using Fireworks AI is that if you have a use case where you need to build or run your pre-existing model or a model provided by Fireworks AI, then you should go with it. You can build your own chatbot and provide a personalized experience. For example, in the entertainment industry, similar to a Jio application, I can recommend videos as per user preferences, such as suggesting cartoon videos for children based on their age while ensuring the content is informative for both parents and children.

    I rate Fireworks AI an eight out of ten based on my exploration. I chose eight out of ten because I explored it for the chatbot and recommendation engine, which align with my use case, and this rating may change in the future.

    Liraz A.

    One Stop AI Model Shop

    Reviewed on Nov 14, 2024
    Review provided by G2
    What do you like best about the product?
    So many AI models to choos from... Love the option of the playground
    What do you dislike about the product?
    pretty hard to get started. they really need a quickstart guide.
    and beacuse the site is so full of featurs - a tour would be nice.
    What problems is the product solving and how is that benefiting you?
    helping me choose the right model for my day to day use.
    reviewer2588646

    Enhanced text-to-image creation with solid API and fine-tuning support

    Reviewed on Nov 06, 2024
    Review provided by PeerSpot

    What is our primary use case?

    We primarily use Fireworks AI  for text-to-image generation. We are developing a platform for artists to sell their art styles, where the system helps them tune a model and then sell images generated from their signature.

    How has it helped my organization?

    Fireworks AI  has helped our organization by enabling us to create a platform for artists to sell their art styles. I am not the user of the solution. I'm the developer. It helps me do my job effectively.

    What is most valuable?

    Fireworks AI has a solid API and is quite easy to interact with. It has better documentation and logs, which are important for me as a developer. Additionally, it has a bigger infrastructure and provides nice support for fine-tuning the Flux  AI model.

    What needs improvement?

    Returning the values charged for each event generation would improve Fireworks AI. When using the API, it does not return information about the charges for image generation, which would be useful for our solution.

    For how long have I used the solution?

    I have been using Fireworks AI for about four months.

    What do I think about the stability of the solution?

    Fireworks AI is pretty stable, and I have not encountered any problems.

    What do I think about the scalability of the solution?

    Fireworks AI offers a very complete API, and its scalability is impressive.

    Which solution did I use previously and why did I switch?

    I previously used Okta. It was discontinued, so we opted for Fireworks AI.

    How was the initial setup?

    The initial setup was fairly easy. It took about eight to ten days, including integrating it into our solution, testing, and moving from scratch to production.

    What's my experience with pricing, setup cost, and licensing?

    I cannot comment on pricing or setup cost since others handle that aspect. As a developer, I primarily use the API.

    Which other solutions did I evaluate?

    I have evaluated SAL as an alternative solution.

    What other advice do I have?

    I'd rate the solution ten out of ten.

    Pratiksh S.

    Review for Fireworks AI

    Reviewed on Sep 05, 2024
    Review provided by G2
    What do you like best about the product?
    They have categorised the models according to users requirements and user have to pay for the products they use. No extra costing.
    What do you dislike about the product?
    They need to use more dependable parameters. And should increase their serverless model limits.
    What problems is the product solving and how is that benefiting you?
    AI is the booming condition in the industry and with the Fireworks it feels easy to deploy models to organisational servers. Additionally they use Meta Llama.
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