Real ChatGPT answer · index seedT4iYXh7Cd5McompleteB2B software · data and analytics platformscommercial
Are there any open source alternatives to Datadog that provide similar real time analytics capabilities without the punishing per gigabyte ingestion pricing?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any open source alternatives to Datadog that provide similar real time analytics capabilities without the punishing per gigabyte ingestion pricing?
4 real searches · 1 real-search pass
open source Datadog alternatives SigNoz OpenObserve Grafana LGTM HyperDX pricing ingestion architecture 2026Google ↗
OBSERVEDComparison
SigNoz documentation self hosted logs metrics traces ClickHouse open sourceGoogle ↗
OBSERVEDOther / navigational
OpenObserve documentation architecture storage pricing self hosted logs metrics tracesGoogle ↗
OBSERVEDReason
Grafana LGTM stack Loki Mimir Tempo pricing self hosted documentationGoogle ↗
OBSERVEDComparison
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 (4)
Classes come from the query-classifier (a local Laya model). 3 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
open source Datadog alternatives SigNoz OpenObserve Grafana LGTM HyperDX pricing ingestion architecture 2026 Google ↗
SigNoz documentation self hosted logs metrics traces ClickHouse open source Google ↗
OpenObserve documentation architecture storage pricing self hosted logs metrics traces Google ↗
Grafana LGTM stack Loki Mimir Tempo pricing self hosted documentation Google ↗
- Website · signoz.io
- GitHub · github.com
- Documentation · signoz.io
- What is SigNoz? · signoz.io
- SigNoz · github.com
- Website · openobserve.ai
- GitHub · github.com
- Documentation · openobserve.ai
- OpenObserve Architecture · openobserve.ai
- Website · grafana.com
- GitHub · github.com
- Grafana Tempo · grafana.com
- Open-Source APM Alternatives to Datadog (2026) · pointfive.co
- 10 Best Open Source Datadog Alternatives in 2026 · parseable.com
- Datadog Open-Source Alternatives · ossfind.com
- Website · clickhouse.com
- GitHub · github.com
- Website · victoriametrics.com
- GitHub · github.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
open source Datadog alternatives SigNoz OpenObserve Grafana LGTM HyperDX pricing ingestion architecture 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
SigNoz documentation self hosted logs metrics traces ClickHouse open source OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
OpenObserve documentation architecture storage pricing self hosted logs metrics traces OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Grafana LGTM stack Loki Mimir Tempo pricing self hosted documentation OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |