Best Agent Cost Dashboards 2026
You need to SEE agent spend before you can control it. These dashboards show different slices — from per-provider consoles to transaction-level audit logs.
Provider consoles
OpenAI, Anthropic, and cloud usage dashboards — precise per-provider numbers.
Observability platforms
Langfuse, Helicone, LangSmith — cost per request, traced to runs.
The audit-log layer
sipi.bot's dashboard + queryable audit log — every decision, rule, and amount, including BLOCKED attempts.
At a glance
| Dashboard | Shows | Missing |
|---|---|---|
| Provider consoles | Per-provider usage | Cross-provider view |
| Observability | Per-request cost | Pre-spend decisions |
| sipi.bot | Every decision | Full traces |
FAQ
Which dashboard should I start with?
Provider consoles for the bill, plus the audit log for what agents actually did.
Can I export the audit log?
Yes — API-queryable, timestamped.
Related
Stop the next $12,400 night.
One API call (or MCP tool) in front of every agent transaction — APPROVED, BLOCKED, or FLAGGED, deterministic, ~5 ms, fully logged.
See plans — from $99/mo Try a live check