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Datadog LLM Observability vs New Relic AI Monitoring
Quick verdict
Datadog LLM Observability and New Relic AI Monitoring are closely matched on licensing, self-hosting and OpenTelemetry support — the decision comes down to pricing and framework integrations below.
Side-by-side comparison from the Agent Observability Index: licensing, self-hosting, pricing model and integrations — no vendor copy, primary sources linked.
| Datadog LLM Observability | New Relic AI Monitoring | |
|---|---|---|
| One-liner | LLM and agent tracing inside the Datadog APM suite, attractive to teams already standardized on Datadog for infrastructure monitoring. | AI/LLM monitoring layer in the New Relic APM platform tracking model latency, token cost and errors alongside conventional app telemetry. |
| Category | Observability & Tracing | Observability & Tracing |
| OpenTelemetry-native | Yes | Yes |
| Open source | No | No |
| Self-hostable | No | No |
| Pricing model | paid | freemium |
| Pricing notes | Free up to 40k LLM spans/mo; Pro from ~$160/mo incl. 100k LLM spans, billed per span thereafter | Included in New Relic usage-based pricing: 100GB free/mo, then ~$0.40-0.60/GB ingest plus per-seat fees |
| Frameworks | openai-sdk, anthropic, langchain, amazon-bedrock, opentelemetry | openai-sdk, amazon-bedrock, langchain, opentelemetry |
| GitHub stars | — | — |
| Maturity (GitHub signal) | — (no public repo) | — (no public repo) |
| Funding / ownership | Public company (NASDAQ: DDOG) | Owned by Francisco Partners/TPG (take-private 2023) |
How to choose
- Both link to primary pricing sources below — verify current tiers before committing; this market shifts monthly.
Sources: Datadog LLM Observability · New Relic AI Monitoring
Frequently asked questions
Is Datadog LLM Observability or New Relic AI Monitoring open source?
Datadog LLM Observability: No. New Relic AI Monitoring: No.
Can Datadog LLM Observability and New Relic AI Monitoring be self-hosted?
Datadog LLM Observability: No. New Relic AI Monitoring: No.
Datadog LLM Observability vs New Relic AI Monitoring: which should I choose?
Datadog LLM Observability and New Relic AI Monitoring are closely matched on licensing, self-hosting and OpenTelemetry support — the decision comes down to pricing and framework integrations below.