We need to cut our Datadog APM bill in half this quarter, so what are the specific steps to migrate our telemetry to an open-source stack like Prometheus and Jaeger?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We need to cut our Datadog APM bill in half this quarter, so what are the specific steps to migrate our telemetry to an open-source stack like Prometheus and Jaeger?
4 real searches · 1 real-search pass
Datadog APM pricing indexed spans ingestion pricing 2026 officialGoogle ↗
OBSERVEDComparison
OpenTelemetry Collector official documentation processors tail sampling memory limiter batch exporter Prometheus JaegerGoogle ↗
OBSERVEDOther / navigational
Prometheus official documentation remote write storage retention cardinality best practicesGoogle ↗
OBSERVEDInstruction
Jaeger official documentation deployment storage backends OpenTelemetry OTLPGoogle ↗
OBSERVEDOther / navigational
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). 4 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
Datadog APM pricing indexed spans ingestion pricing 2026 official Google ↗
OpenTelemetry Collector official documentation processors tail sampling memory limiter batch exporter Prometheus Jaeger Google ↗
Prometheus official documentation remote write storage retention cardinality best practices Google ↗
Jaeger official documentation deployment storage backends OpenTelemetry OTLP Google ↗
- Datadog Pricing Comparison · datadoghq.com
- Pricing · docs.datadoghq.com
- Processors · opentelemetry.io
- opentelemetry-collector/processor/README.md at main · open-telemetry/opentelemetry-collector · github.com
- Storage · prometheus.io
- grafana.com · grafana.com
- Thanos - Highly available Prometheus setup with long term storage capabilities · thanos.io
- OpenTelemetry Collector · opentelemetry.io
- Prometheus documentation · prometheus.io
- Jaeger documentation · jaegertracing.io
- Grafana documentation · grafana.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Datadog APM pricing indexed spans ingestion pricing 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
OpenTelemetry Collector official documentation processors tail sampling memory limiter batch exporter Prometheus Jaeger OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Prometheus official documentation remote write storage retention cardinality best practices OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Jaeger official documentation deployment storage backends OpenTelemetry OTLP OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |