Nebula (NebulaBank) vs Pump

One ledger for every model, GPU hour and API call, with vendor bills landing already coded to agent, environment and customer.

Issue a virtual card per agent in a single API call, bound to a monthly ceiling, merchant allowlist and expiry checked at the network before money moves.

Model runway from real usage trends, sweep idle cash and get burn alerts before the invoice arrives.

Pay research vendors, contractors and data partners across 31 corridors with FX quoted before you send.

Pump buys reserved capacity across its customer base and passes the rate to you, with usage-drop risk staying on Pump's side rather than yours.

Set a quality bar once and each request routes to the cheapest model that clears it, with fallback chains so requests are not dropped when a provider is unavailable.

One budget per team covers cloud and AI spend together, with Slack warnings before limits are hit and the cost driver named.

Spend is checked every hour and anything unusual is traced back to the specific resource and the person responsible.