Pay your cloud provider.
See every token.
No opaque bundles. Compute costs go to your cloud provider at your negotiated rate. LLM costs go through your API key agreements. SAM gives you dashboards to track it all.
Direct Cloud Pricing
VMs are provisioned in your cloud account. You pay Hetzner, Scaleway, or GCP directly. No markup, no middleman. Your existing volume discounts and enterprise agreements apply.
The SAM control plane runs on Cloudflare Workers, which has a generous free tier. For most teams, the control plane cost is effectively zero.
LLM Usage Dashboards
SAM tracks AI usage through Cloudflare AI Gateway, giving you per-user, per-model, per-day breakdowns of token consumption. Engineering managers see exactly who is using what and how much it costs.
Budget Controls
Set daily token budgets and monthly cost caps per user. When a limit is reached, the platform enforces it. No surprise bills, no "we'll deal with it later" overruns.
| Control | Scope | Enforcement |
|---|---|---|
| Daily token budget | Per user | Hard limit, resets daily |
| Monthly cost cap | Per user | Hard limit, resets monthly |
| Admin quota ceiling | Per user (admin-set) | Max budget a user can self-assign |
Admin Cost Dashboard
A dedicated admin dashboard aggregates LLM costs and compute costs with projections. Finance teams can model actual costs per project, per team, or per agent type without parsing cloud provider invoices.
Ready to run multi-agent workflows at scale?
Self-host on Cloudflare's free tier. Bring your own cloud. Your agents, your infrastructure.