Data quality monitor

Data freshness status

2 providers are fresh enough to serve but need review.

Warning after 36h Critical after 72h Generated Jun 21, 2026 22:58 UTC

Open JSON status API docs

Overall

Warning

provider freshness

Healthy

providers

Warning

providers to review

Critical

providers stale or missing

Provider coverage

Latest snapshot health by provider

This table combines visible pricing snapshots with the latest collector run so stale data is visible before it becomes an SEO or trust problem.

Provider	Status	Snapshot age	Rows	GPUs	Pricing types	Offers	Last run
Vast.ai Latest snapshot is fresh, but no collector run has been logged yet.	Warning	21.1h	12	12	1	299	No run logged
Oracle Latest snapshot is fresh, but the latest collector run ended with status partial.	Warning	3.8h	6	6	1	6	partial 2026-06-21T19:07:33.633565+00:00
AWS Latest visible snapshot is within the expected freshness window.	Healthy	18.1h	4	4	1	24	ok 2026-06-21T04:51:34.728436+00:00
Azure Latest visible snapshot is within the expected freshness window.	Healthy	15.9h	8	4	2	48	ok 2026-06-21T07:06:19.845561+00:00
GCP Latest visible snapshot is within the expected freshness window.	Healthy	12.2h	6	3	2	441	ok 2026-06-21T10:44:36.438270+00:00
Lambda Latest visible snapshot is within the expected freshness window.	Healthy	9.5h	7	7	1	18	ok 2026-06-21T13:27:34.305870+00:00
RunPod Latest visible snapshot is within the expected freshness window.	Healthy	6.4h	30	10	3	34	ok 2026-06-21T16:32:21.966540+00:00

Operational events

These events are logged by cron runs, collectors, manual collection, and alert delivery so failures are visible without opening deployment logs.

Open JSON

When	Severity	Source	Provider	Message
2026-06-21T19:07:33.828902+00:00	Warning	collector	oracle	Oracle returned 28 GPU-like SKUs without canonical mappings and 0 mapped SKUs without PAY_AS_YOU_GO prices.