Data quality monitor
Data freshness status
5 providers are fresh enough to serve but need review.
Warning after 36h
Critical after 72h
Generated Jul 10, 2026 2:04 UTC
Overall
Warning
provider freshness
Healthy
2
providers
Warning
5
providers to review
Critical
0
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 | 0.6h | 12 | 12 | 1 | 35 | No run logged |
|
Azure
Latest snapshot is fresh, but the latest collector run ended with status partial.
|
Warning | 18.7h | 12 | 6 | 2 | 98 |
partial 2026-07-09T07:21:26.506743+00:00
|
|
Lambda
Latest snapshot is fresh, but the latest collector run ended with status partial.
|
Warning | 12.7h | 9 | 9 | 1 | 19 |
partial 2026-07-09T13:22:18.101614+00:00
|
|
RunPod
Latest snapshot is fresh, but the latest collector run ended with status partial.
|
Warning | 9.7h | 39 | 13 | 3 | 43 |
partial 2026-07-09T16:25:33.625052+00:00
|
|
Oracle
Latest snapshot is fresh, but the latest collector run ended with status partial.
|
Warning | 6.1h | 6 | 6 | 1 | 6 |
partial 2026-07-09T19:56:28.712698+00:00
|
|
AWS
Latest visible snapshot is within the expected freshness window.
|
Healthy | 22.0h | 8 | 8 | 1 | 78 |
ok 2026-07-09T04:01:54.981788+00:00
|
|
GCP
Latest visible snapshot is within the expected freshness window.
|
Healthy | 15.7h | 8 | 4 | 2 | 563 |
ok 2026-07-09T10:24:31.300153+00:00
|
Operational events
Recent collector and notification errors
These events are logged by cron runs, collectors, manual collection, and alert delivery so failures are visible without opening deployment logs.
| When | Severity | Source | Provider | Message |
|---|---|---|---|---|
| 2026-07-09T19:56:28.906721+00:00 | Warning | collector | oracle | Oracle returned 28 GPU-like SKUs without canonical mappings and 0 mapped SKUs without PAY_AS_YOU_GO prices. |
| 2026-07-09T16:25:33.815804+00:00 | Warning | collector | runpod | RunPod returned 33 GPU types without verified canonical mappings. |
| 2026-07-09T13:22:18.287744+00:00 | Warning | collector | lambda | Lambda skipped 0 unmapped and 19 unavailable instance types. |
| 2026-07-09T07:21:26.692912+00:00 | Warning | collector | azure | Azure returned 14 GPU-like SKUs without verified canonical mappings. |
| 2026-07-08T19:56:28.991561+00:00 | Warning | collector | oracle | Oracle returned 28 GPU-like SKUs without canonical mappings and 0 mapped SKUs without PAY_AS_YOU_GO prices. |
| 2026-07-08T16:25:33.958689+00:00 | Warning | collector | runpod | RunPod returned 35 GPU types without verified canonical mappings. |
| 2026-07-08T13:22:18.271448+00:00 | Warning | collector | lambda | Lambda skipped 0 unmapped and 21 unavailable instance types. |
| 2026-07-08T07:21:34.141374+00:00 | Warning | collector | azure | Azure returned 14 GPU-like SKUs without verified canonical mappings. |