Is it worth paying for Datadog log analytics, or should our startup just use open-source alternatives like Grafana Loki to save money?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it worth paying for Datadog log analytics, or should our startup just use open-source alternatives like Grafana Loki to save money?
3 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Datadog log management pricing ingestion retention official 2026 Google ↗
Grafana Loki documentation architecture labels object storage costs operational requirements Google ↗
Grafana Cloud logs pricing official 2026 Loki Google ↗
- datadoghq.com · datadoghq.com
- Datadog Pricing Comparison · datadoghq.com
- Pricing · docs.datadoghq.com
- datadoghq.com · datadoghq.com
- Grafana Loki · grafana.com
- Storage · grafana.com
- Log Management and Analytics | Grafana Cloud · grafana.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Datadog log management pricing ingestion retention official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Grafana Loki documentation architecture labels object storage costs operational requirements OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Grafana Cloud logs pricing official 2026 Loki OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |