Helicone vs New Relic

Side-by-side from the Top 11 rankings of 11 Best LLM Monitoring & AI Observability Platforms 2026 — LangSmith Alternatives Ranked and The 11 Best IT Infrastructure Monitoring Software Tools (2026). Last verified May 31, 2026.

The short answer

New Relic ranks higher on Top 11 (#3 vs #6) for AI/ML engineers debugging production LLM apps / IT teams monitoring server uptime, network health, and application performance. Top choice for deep application insights with a generous free tier.

At a glance

HeliconeNew Relic
Top 11 rank#6 / 11 Best LLM Monitoring & AI Observability Platforms 2026 — LangSmith Alternatives Ranked#3 / The 11 Best IT Infrastructure Monitoring Software Tools (2026)
Score (out of 9.4)8.28.9
Best forSimple, developer-first API monitoringDeveloper-centric observability
Pricing$ ($40 to $200/mo)$$$ (Usage-based)
HQSan Francisco, USASan Francisco, USA
Founded20222008

Helicone

A simple, elegant API proxy for LLM logging, caching, and analytics with near-zero setup friction.

www.helicone.ai/

See full entry in 11 Best LLM Monitoring & AI Observability Platforms 2026 — LangSmith Alternatives Ranked

New Relic

Top choice for deep application insights with a generous free tier.

newrelic.com/

See full entry in The 11 Best IT Infrastructure Monitoring Software Tools (2026)

Methodology and scoring weights live at /methodology. No vendor pays for placement — see about.