Sold by: Umans AI
Deployed on AWS
Pay-as-you-go inference for frontier open-weight AI models with usage-based pricing through AWS Marketplace. No commitment.
Overview
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Umans AI is a managed inference platform serving frontier open-weight AI models, with self-hosted model weights and a Zero Data Retention commitment: customer prompts and responses are never stored.
The Pay-as-you-go offer is the most flexible way to access the platform: no upfront commitment and no minimum spend. You only pay for actual token consumption, with 1 credit = $1 of platform usage, billed centrally through your AWS account.
Cas d'usages AI Coding Assistants, AI Agents for continuous complex tasks, Development & Testing, RAG Applications, API-based AI Integration
Highlights
- OpenAI compatible API : connect coding agents and tools such as Claude Code, Cursor, Zed and OpenCode in minutes, with no GPU infrastructure to manage and no vendor lock in
- Service integrity: the model you select is the model you get, no silent model substitution, published quantization
- Zero Data Retention: prompts and completions are not retained
Details
Sold by
Delivery method
Deployed on AWS
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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.
Pricing
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.
Dimension | Description | Cost/unit |
|---|---|---|
AI Inference Credit | 1 credit = $1 of platform usage. Pay only for what you use. | $1.00 |
Dimensions summary
This listing uses a single usage-based dimension: the AI Inference Credit. One credit equals one dollar of platform usage, and you pay only for what you consume. There are no tiers or fixed quantities to choose. Instead, you buy credits and each request draws down your balance based on actual usage. The platform serves several coding models, and every request bills separately for input, output, and cached tokens at each model's published per-token rate. Your credit balance acts as the spend limit, so costs scale directly with how much you run.
Top-of-mind questions for buyers
One credit equals one dollar of platform usage. Each API request draws down credits based on the tokens it consumes. The platform charges separately for input tokens, output tokens, and cached tokens. Every model carries its own per-token rate, so the credits a request uses depend on the model and the size of your prompt and response.
The wallet meters each request and bills exactly what it uses at published per-token rates. You prepay a balance, and requests draw from it with no fixed monthly fee. This suits deployed apps, backends, scheduled jobs, unattended automations, and bots. Wallet keys are never auto-paused; heavy runs get retryable rate-limit responses at most.
Your prepaid balance is the real spend limit; requests stop when credits run out. Concurrency and burst limits scale with your lifetime top-ups, not per key. When you exceed burst limits, requests return retryable rate-limit responses and slow briefly. All keys under one wallet share these limits.
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Vendor refund policy
Usage charges are non-refundable, except for billing errors or unauthorized charges. Refund requests must be submitted to contact@umans.ai within 30 days.
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) .
Content disclaimer
Vendors are responsible for their product descriptions and other product content. AWS does not warrant that vendors' product descriptions or other product content are accurate, complete, reliable, current, or error-free.
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
Need Help?
Discord: Join our community - Email: contact@umans.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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Purchase prepaid inference credits and use them across Umans AI portfolio of frontier open-weight models. Top up your organization wallet when needed, with no recurring commitment.
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