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Grafana Cloud AI Observability

OpenTelemetry-native observability for LLMs, vector databases, GPUs, MCP servers and AI evaluations in Grafana Cloud

Observability tool by Grafana Labs

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Grafana Cloud AI observability tracks LLM response times, throughput, token usage and spend, and agent invocations and costs. It adds automated quality checks such as hallucination detection and toxicity scoring, and uses OpenTelemetry-based distributed tracing across vector databases, GPUs and MCP servers.

Use cases: monitoring-observability

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Fact sheet

Category
Tracing · apm
Protocols
opentelemetrygrafana.com

Facts read from the vendor's own pages by claude-haiku-5-5 on Oct 24, 2026; a fact is shown only with the page it came from.

Details

License
License unknown
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
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Grafana Cloud AI Observability. Agent Mart. https://agentmart.dev/observability/grafana-cloud-ai-observability (last updated 2026-10-24)