New Relic AI Observability
Observability for AI applications: LLM performance, error and cost, token and quality metrics, MCP server call lifecycle, and maps of multi-agent interactions.
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What it does
- Evaluation and observability
Features 7
- MCP request monitoringMonitors the entire Model Context Protocol request lifecycle and every MCP server call automatically.
- AI stack visualizationVisualizes the entire AI stack from apps to infra to AI layer in one place.
- Built-in model and framework integrationsBuilt-in integrations for models like OpenAI, vector data like Pinecone and frameworks like LangChain.
- Agent and tool call tracingMaps interactions across multi-agent ecosystems and shows which tools are called by which agents.
- Cost and token trackingTracks request tokens used and sets custom alerts to monitor and control costs.
- Model comparisonCompares different models for cost, performance and quality in one view.
- ML model monitoringOut-of-the-box performance dashboards plus model prediction and drift tracking.
Sources
- Pricing
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Pricing page read 2026-10-13: "Only pay for what you use"; "100 GB of free data ingest/month"; perpetual free tier.
- Description
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Official documentation · 13 Oct 2026
AI Monitoring page: troubleshoot LLM "performance, error, or cost issues"; "MCP server call" monitoring; agent interaction mapping.
- What it does
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Official documentation · 13 Oct 2026
AI Monitoring page: troubleshoot LLM "performance, error, or cost issues"; "MCP server call" monitoring; agent interaction mapping.
- Constraints
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Derived from the security facts on this page, from the same source.
- Security
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Auditor listing: FedRAMP Moderate -- FedRAMP Marketplace https://marketplace.fedramp.gov/products/F1607057910: 'New Relic / New Relic / FedRAMP Authorized / Impact Level: Moderate / Authorization Date: 2020-03-02'; company-wide scope 'New Relic'; New Relic lists one product. Auditor listing: ISO/IEC 27001 -- Schellman certificate register https://integrator.schellman.com/public/v2/certificate?search=New%20Relic%2C%20Inc.: 'New Relic, Inc. / ISO/IEC 27001:2022 / 1206327-4 / 2027-10-02'; company-wide scope 'the New Relic Observability Platform'; New Relic lists one product. Auditor listing: ISO/IEC 42001 -- Schellman certificate register https://integrator.schellman.com/public/v2/certificate?search=New%20Relic%2C%20Inc.: 'New Relic, Inc. / ISO/IEC 42001:2023 / 1143031-1 / 2028-10-19'; company-wide scope 'the New Relic Observability Platform with underlying New Relic AI'; New Relic lists one product.
- Sold within
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A capability of the New Relic platform, priced by data ingest rather than separately.
- Name
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Official documentation · 18 Oct 2026
Page title "AI Observability for Modern Applications | New Relic"; the page refers to "New Relic AI observability capabilities".
- URL
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Official documentation · 18 Oct 2026
The product page, linked in the platform menu as "AI Observability"; the earlier address /platform/ai-monitoring redirects to it.
- Deployment
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Official documentation · 13 Oct 2026
The pages read state no deployment model beyond the vendor-run service; saas is recorded as the vendor-operated reading.
- Interfaces
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Official documentation · 13 Oct 2026
The pages read state no deployment model beyond the vendor-run service; saas is recorded as the vendor-operated reading.
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