The short answer
A charge from DEEPINFRA* AI MODELS corresponds to pay-as-you-go serverless machine learning inference for LLMs, Whisper speech-to-text, and image generation from DeepInfra Inc.
Why it shows up like this
A billing charge displaying DEEPINFRA* AI MODELS corresponds to pay-as-you-go developer usage on the DeepInfra Serverless AI Model Inference Platform, maintained by DeepInfra Inc. DeepInfra operates specialized cloud infrastructure allowing software developers to run open-source artificial intelligence models through standardized API calls. If your statement reads DEEPINFRA* AI MODELS or DEEPINFRA INC, an engineer or researcher linked a payment card to fund machine learning workloads.
This charge appears because DeepInfra meters usage based on consumed compute resources, such as generated language tokens or transcribed audio minutes through Whisper models. The platform operates on a prepaid or auto-recharge credit system. When a developer's running application depletes its active credit reserve below a preset threshold (often $5 or $10), the automated billing engine charges the card on file to replenish credits and maintain uptime.
To review your consumption history or stop future auto-recharges, log in to the dashboard at deepinfra.com using your GitHub or Google credentials. Check the Billing panel to examine usage trends and turn off automatic balance replenishment. You should also navigate to the API Keys section and revoke any unused tokens to prevent running background scripts from triggering additional charges. If you do not recognize the platform and suspect your card details were stolen, report the billing to your financial institution.
Don’t recognize it? Common scenarios
- An audio transcription pipeline processed audio files via DeepInfra's Whisper API endpoint.
- An ongoing application generated completion tokens via OpenAI-compatible endpoints.
- An account balance auto-recharge replenished prepaid credits.
How to locate the invoice and cancel
- Log in to DeepInfra Dashboard Open deepinfra.com and sign in with your GitHub or Google credentials.
- Review Billing & Invoices review to Billing to review token graphs, auto-recharge settings, and download past invoices.
- Disable Auto-Recharge or Revoke Keys Disable automatic top-ups and delete active API tokens under API Keys.
Frequently Asked Questions
How does DeepInfra bill for Whisper audio transcription?
DeepInfra bills audio models based on the exact duration of audio transcribed, priced fractions of a cent per audio minute.
Are DeepInfra credits refundable?
Prepaid API balances and consumed model requests are non-refundable.
Dispute Rights & Fraud Prevention
If you discover a DeepInfra charge on your card and neither you nor your software team holds an account, reach out to DeepInfra support to review the transaction. You can also file an unauthorized charge claim with your bank under standard consumer fraud protection rules.
Independent reference — not affiliated with DeepInfra Inc.. Billing names and policies change; verify with the merchant or your bank before acting.
Verified sources
Every claim on this page is checked against official sources — open them to confirm before you call your bank.
- DeepInfra Pricing & Model Catalog https://deepinfra.com
- CFPB: Disputing Unrecognized Charges https://www.consumerfinance.gov
Reviewed Aug 15, 2026 · high · About UnknownCharges