Keywords AI / Respan vs New Relic Agentic Platform and MCP

Detailed side-by-side comparison to help you choose the right tool

Keywords AI / Respan

🔴Developer

AI observability

LLM monitoring and gateway platform for AI applications

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Starting Price

$0

New Relic Agentic Platform and MCP

🔴Developer

AI observability

Observability platform for applications and AI systems that gives operational context to engineering agents.

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Starting Price

$0; 100 GB/month

Feature Comparison

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FeatureKeywords AI / RespanNew Relic Agentic Platform and MCP
CategoryAI observabilityAI observability
Pricing Plans3 listed plans4 listed plans
Starting Price$0$0; 100 GB/month
Key Features
  • • End-to-end agent tracing with prompt, tool call and response context
  • • Evaluation workflows with human review, code checks and LLM judges
  • • Gateway, observability, evaluations and prompt optimization features
  • • Full-stack APM and logs
  • • AI agent monitoring
  • • OpenTelemetry support

Keywords AI / Respan - Pros & Cons

Pros

  • ✓Free Pro tier includes full platform access, 100k logs, 1k scores, 5 datasets, 2 evaluators and 5 prompts
  • ✓Team tier adds unlimited datasets, evaluators and prompts plus private Slack and SOC 2 report
  • ✓Good provider coverage: OpenAI, Anthropic, OpenRouter, Groq, Fireworks, Together AI, Perplexity, Azure OpenAI and Bedrock
  • ✓Security signals include ISO 27001, SOC 2 and HIPAA references on the fetched page

Cons

  • ✗Branding appears as Respan on fetched pages, so teams should verify the current product/legal name
  • ✗Additional logs are listed at $8 per 100k logs, which can matter for high-volume apps
  • ✗Enterprise items such as HIPAA BAA, custom SLAs and dedicated support require sales

New Relic Agentic Platform and MCP - Pros & Cons

Pros

  • ✓100 GB free monthly ingest
  • ✓Connects AI traces to infrastructure
  • ✓Public ingest and user rates
  • ✓Unlimited hosts without host fees

Cons

  • ✗Multiple billing dimensions
  • ✗Pro seats start at $349 with commitment
  • ✗MCP packaging needs verification
  • ✗Remediation needs strict permissions

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