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.
Umans AI Prepaid Inference Credits allow organizations to purchase AI inference capacity through AWS Marketplace and allocate it to a shared Umans AI wallet.
Customers choose the amount of credits they want to purchase. Each unit purchased corresponds to one Umans AI credit, with one credit equivalent to USD 1 of inference usage.
Credits can be consumed progressively across the open-weight models available through the Umans AI platform. Usage is calculated according to the input and output token pricing of each selected model.
The organization dashboard provides visibility into wallet balance, credit consumption and team activity.
This product does not include a recurring monthly allocation. Additional charges occur only when the customer requests another wallet top-up.
Umans AI provides OpenAI- and Anthropic-compatible APIs, managed inference infrastructure and a Zero Data Retention policy, enabling organizations to deploy generative AI applications without operating their own GPU infrastructure.
Highlights
Flexible prepaid credits: Purchase AI inference credits upfront through AWS Marketplace, with no recurring monthly commitment.
Frontier open-weight models: Access leading models through OpenAI- and Anthropic-compatible APIs, without managing GPU infrastructure.
Secure, centralized consumption: Manage team usage through a shared wallet with centralized monitoring and Zero Data Retention.
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 is based on the duration and terms of your contract with the vendor. This entitles you to a specified quantity of use for the contract duration. If you choose not to renew or replace your contract before it ends, access to these entitlements will expire.
Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator to estimate your infrastructure costs.
Each unit provides USD 100 of prepaid Umans AI inference credit for token consumption. Credits are added to the organization shared wallet and consumed across supported AI models.
This listing offers one pricing option: the Umans AI Credit unit. You buy units of prepaid inference credit ahead of use. Each unit adds a fixed dollar value to your organization's shared wallet. You then draw down that balance as your workloads consume tokens across supported AI models. Pricing scales with how many units you purchase, not with a fixed subscription. Every request bills exactly what it uses, based on input, output, and cached token counts for each model. Buy more units to add more credit to the same shared wallet.
Top-of-mind questions for buyers
What does one Umans AI Credit unit actually buy in terms of usage?
Each unit adds a fixed dollar amount of prepaid credit to your organization's shared wallet. You then draw down that balance as your workloads consume tokens. Each request bills exactly what it uses, measured by input, output, and cached token counts for the model you call.
How does credit consumption differ across the supported AI models?
Every model has its own per-token rates for input, output, and cached tokens. Lighter models draw down your wallet more slowly per token than the heavier coding models. Your total draw depends on which models you call and how many tokens each request sends and returns.
What happens when my wallet balance runs low or reaches zero?
Your prepaid balance is the real spending limit. Requests draw against it until it is exhausted. Add more credit units to top up the same shared wallet and keep workloads running. Burst limits grow with your lifetime top-ups, so heavier usage raises your concurrency ceiling.
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Vendor refund policy
Wallet top-ups are final and non-refundable, except for billing errors, duplicate or unauthorized charges, or top-ups not credited to the wallet. Refund requests must be submitted to contact@umans.ai within 30 days of purchase. EU/EEA consumers may withdraw within 14 days and receive a refund for unused credit, subject to applicable consumer protection laws.
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