Can someone explain why our Datadog APM bill spiked last month and suggest cheaper alternative APM tools that integrate nicely with Docker Compose?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can someone explain why our Datadog APM bill spiked last month and suggest cheaper alternative APM tools that integrate nicely with Docker Compose?
5 real searches · 1 real-search pass
Datadog APM pricing billing ingested indexed spans usage 2026 documentationGoogle ↗
OBSERVEDOther / navigational
OpenTelemetry Collector Docker Compose Jaeger Tempo SigNoz self hosted documentation APM pricingGoogle ↗
OBSERVEDInstruction
Grafana Tempo pricing self hosted Docker Compose traces documentationGoogle ↗
OBSERVEDInstruction
SigNoz Docker Compose self hosted OpenTelemetry APM documentation pricingGoogle ↗
OBSERVEDInstruction
Uptrace Docker Compose OpenTelemetry self hosted documentation pricingGoogle ↗
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 (5)
Classes come from the query-classifier (a local Laya model). 5 of 5 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT5 real searches · gpt-6
Datadog APM pricing billing ingested indexed spans usage 2026 documentation Google ↗
OpenTelemetry Collector Docker Compose Jaeger Tempo SigNoz self hosted documentation APM pricing Google ↗
Grafana Tempo pricing self hosted Docker Compose traces documentation Google ↗
SigNoz Docker Compose self hosted OpenTelemetry APM documentation pricing Google ↗
Uptrace Docker Compose OpenTelemetry self hosted documentation pricing Google ↗
- Pricing · docs.datadoghq.com
- View and Alert on APM Usage · docs.datadoghq.com
- Estimated Usage Metrics · docs.datadoghq.com
- Website · signoz.io
- Docker installation · signoz.io
- Website · grafana.com
- Documentation · grafana.com
- Website · uptrace.dev
- Self-hosting guide · uptrace.dev
- Website · jaegertracing.io
- Documentation · jaegertracing.io
- SigNoz · signoz.io
- Pricing · uptrace.dev
- datadoghq.com · datadoghq.com
Queries
5 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Datadog APM pricing billing ingested indexed spans usage 2026 documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
OpenTelemetry Collector Docker Compose Jaeger Tempo SigNoz self hosted documentation APM pricing OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Grafana Tempo pricing self hosted Docker Compose traces documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
SigNoz Docker Compose self hosted OpenTelemetry APM documentation pricing OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Uptrace Docker Compose OpenTelemetry self hosted documentation pricing OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |