Which AI model monitoring tools integrate seamlessly with Datadog to track latency spikes and token consumption across multiple LLM providers?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which AI model monitoring tools integrate seamlessly with Datadog to track latency spikes and token consumption across multiple LLM providers?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Datadog LLM observability integrations Langfuse Helicone Arize Phoenix LangSmith token usage latency Datadog Google ↗
Datadog LLM monitoring integration OpenTelemetry LLM providers token consumption Google ↗
- How to Add Observability to Your LLM App in 2 Minutes with OpenTelemetry · openlit.io
- Open source Agent Harness Engineering Platform · openlit.io
- Monitor Claude using OpenTelemetry (Go) · docs.openlit.io
- Documentation · docs.openlit.io
- LLM Observability Integrations · langfuse.com
- Observability Data Model · langfuse.com
- Python & JS/TS Observability SDKs · langfuse.com
- Website · langfuse.com
- Documentation · langfuse.com
- 12 LLM Observability Tools Compared in 2026 · llm11.com
- "Best LLM Observability Tools in 2026: 12 Platforms for Tracing, Evaluating, and Monitoring Production LLM Apps" · resources.rework.com
- OpenTelemetry Instrumentation · docs.datadoghq.com
- Website · phoenix.arize.com
- Documentation · arize.com
- Best LLM observability tools and platforms in 2026 | Tsuga Lexicon · tsuga.com
- Website · helicone.ai
- Documentation · docs.helicone.ai
- Agent Observability · docs.datadoghq.com
- Datadog Agent Observability natively supports OpenTelemetry GenAI Semantic Conventions · datadoghq.com
- Cost · docs.datadoghq.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Datadog LLM observability integrations Langfuse Helicone Arize Phoenix LangSmith token usage latency Datadog OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Datadog LLM monitoring integration OpenTelemetry LLM providers token consumption OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |