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New Relic vs TraceLLM: Pricing and Ratings Compared (2026)

Entry prices and free plans as read on each vendor's pricing page, and user ratings as published on review sites, for New Relic and TraceLLM side by side. This page compares data; it is not a hands-on review.

On the data: On the data below the two are close or not directly comparable, so we do not name a winner for this pair.

Data comparison compiled by Toolradar, not hand-reviewed Methodology
Data comparison 783 user reviews compared Pricing checked Oct 25, 2026

Short on time? Here's the quick answer

Based on published vendor pricing and features and on public review data, here's who should pick what:

New Relic

Full-stack observability with 50+ monitoring capabilities

Best for you if:

  • • You want generous free tier

TraceLLM

Gain deep visibility into your LLM applications to debug, optimize, and ensure reliability.

Best for you if:

  • • You want offers deep insights into complex LLM interactions
At a glance: New Relic vs TraceLLM
At a Glance
New Relic New Relic
TraceLLM TraceLLM
Starts at
Free plan, paid from $10/mo Standard plan
Free plan
Category
Monitoring DevOps
Monitoring Debugging
Rating
4.4/5 G2 4.4 · Capterra 4.5 783 reviews n/a
Free plan
Yes Yes
Watch out for
Data ingest overages at $0.40/GB (Standard) n/a

Choose New Relic or TraceLLM?

New Relic

Choose New Relic if

  • You want generous free tier
  • You want full-stack observability
TraceLLM

Choose TraceLLM if

  • You want offers deep insights into complex LLM interactions
  • You want aids in debugging common LLM problems like hallucinations

In-Depth Analysis

New Relic New Relic

Full-stack observability with 50+ monitoring capabilities

Good value

New Relic's freemium model is generous, offering 100 GB/month and a full platform user for free.

Watch out

Data ingest overages at $0.40/GB (Standard)

Strengths

  • Pro: Generous free tier
  • Pro: Full-stack observability
  • Pro: AI insights

Weaknesses

  • Con: Complex to set up
  • Con: Data can be expensive

Key features

Full-stack observability APM Infrastructure monitoring Log management Browser monitoring Mobile monitoring

TraceLLM TraceLLM

Gain deep visibility into your LLM applications to debug, optimize, and ensure reliability.

Strengths

  • Pro: Offers deep insights into complex LLM interactions
  • Pro: Aids in debugging common LLM problems like hallucinations
  • Pro: Supports optimization of RAG pipelines
  • Pro: Helps ensure reliability and performance of AI applications

Key features

End-to-end tracing of LLM requests and responses Monitoring of RAG (Retrieval Augmented Generation) pipelines Prompt engineering and version control Evaluation metrics for LLM outputs Debugging tools for identifying LLM issues Performance monitoring of LLM applications

Plans and prices: New Relic vs TraceLLM

Plans and prices of New Relic and TraceLLM, as read on each vendor's pricing page. Each plan keeps its own billing unit.
Tool Plans and prices Source
New Relic
  • Free: Free
  • Standard: $10/mo
  • Pro: $349/mo
  • Enterprise: Custom pricing
newrelic.com/pricing read Oct 25, 2026
TraceLLM No plan prices on file tracellm.in/pricing

Prices as read on each vendor's own pricing page on the date shown. Plans are listed per tool and are not matched against the other tool's plans: a plan name or price in one column says nothing about the same row in the other. Details on New Relic pricing and TraceLLM pricing.

Key Takeaways

New Relic

  • Choose if you want full-stack observability with 50+ monitoring capabilities

TraceLLM

  • Choose if you want gain deep visibility into your LLM applications to debug, optimize, and ensure reliability

What the data shows

On the data below the two are close or not directly comparable, so we do not name a winner for this pair.

  • Only New Relic has a published user rating (4.4/5 from 783 reviews); TraceLLM has none we can show.
  • New Relic starts at $10/mo; TraceLLM has no public paid plan price on file.
  • Both have a free plan.

Criteria: user rating (only above 20 reviews on both sides, gap of 0.2 or more), entry price (only on the same billing basis), free plan. How we rate

Frequently Asked Questions

How do New Relic and TraceLLM compare in 2026?

On the data below the two are close or not directly comparable, so we do not name a winner for this pair. Only New Relic has a published user rating (4.4/5 from 783 reviews); TraceLLM has none we can show. New Relic starts at $10/mo; TraceLLM has no public paid plan price on file. Both have a free plan.

What are New Relic and TraceLLM used for?

New Relic: Full-stack observability with 50+ monitoring capabilities. TraceLLM: Gain deep visibility into your LLM applications to debug, optimize, and ensure reliability.

What does New Relic cost vs TraceLLM?

New Relic's cheapest paid plan is Standard at $10/mo; it also has a free plan. TraceLLM has no public paid-plan price on file. Prices read on the vendors' pricing pages, latest check Oct 25, 2026.

What's the main difference between New Relic and TraceLLM?

New Relic's main strength: generous free tier. TraceLLM's main strength: offers deep insights into complex LLM interactions.

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