BizFirst Observe
Datadog
Datadog is a full-featured observability platform with rich APM (Application Performance Monitoring), log management, and infrastructure monitoring. It is the most feature-complete managed option but also the most expensive — and uses entirely proprietary formats requiring complete dashboard migration.
Datadog OTel Collector Configuration
# otel-collector-config.yaml — export to Datadog via OTel Collector
# Uses the Datadog exporter (community-maintained)
exporters:
datadog:
api:
key: "${DD_API_KEY}"
site: datadoghq.com # or datadoghq.eu for EU region
# Map OTel resource attributes to Datadog tags:
host_metadata:
enabled: true
hostname_source: config_or_system
# Log format for Datadog:
logs:
use_compression: true
compression_level: 6
# Trace format for Datadog APM:
traces:
span_name_as_resource_name: true
peer_tags_aggregation: false
service:
pipelines:
logs:
receivers: [otlp]
processors: [batch, redaction]
exporters: [datadog]
traces:
receivers: [otlp]
processors: [batch, tail_sampling]
exporters: [datadog]
metrics:
receivers: [otlp, prometheus]
processors: [batch]
exporters: [datadog]Datadog Pros and Cons for BizFirstGO
| Aspect | Pro | Con |
|---|---|---|
| Setup speed | Fastest to get running (10 minutes) | - |
| Features | Rich APM, ML-based anomaly detection, RUM, SLO tracking | Overkill for most BizFirstGO deployments |
| Cost | - | Most expensive per-host/per-user pricing; costs can escalate quickly |
| Portability | - | Proprietary dashboard format — cannot export to Grafana JSON |
| Query language | Intuitive UI-driven queries | Not LogQL/PromQL — all dashboards must be rebuilt if leaving Datadog |
| OTel support | Native OTLP ingestion supported | Some OTel attributes require mapping to Datadog-specific fields |
Datadog Cost Warning
# Datadog pricing model (as of 2025):
# - Infrastructure: $15-23/host/month
# - APM: $31/host/month
# - Log Management: $0.10-0.25/GB ingested + $1.70/million log events
# - Estimated cost for BizFirstGO (10 hosts, 5 GB/day logs):
# Infrastructure: 10 × $23 = $230/month
# APM: 10 × $31 = $310/month
# Logs: (5 × 30 × $0.10) + (5 × 30 × 1M events × $1.70) = $755/month (estimate)
# Total: ~$1,295/month for 10 hosts
# Compare to self-hosted BizFirst Observe:
# AWS EC2 (2× m6i.xlarge): $200/month
# S3 storage: $15/month
# Total: ~$215/month (same 10-tenant workload)
# Datadog is 6× more expensive than self-hosted for this workload.
# Justify with specific Datadog features (ML anomaly detection, SLO tracking)
# before committing to Datadog for BizFirstGO.