New Relic Agentic Platform and MCP vs Keywords AI / Respan
Detailed side-by-side comparison to help you choose the right tool
New Relic Agentic Platform and MCP
🔴DeveloperAI observability
Observability platform for applications and AI systems that gives operational context to engineering agents.
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CustomKeywords AI / Respan
🔴DeveloperAI observability
LLM monitoring and gateway platform for AI applications
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CustomFeature Comparison
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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
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
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