Best observability tools
31 products named in 120 answers across 4 wordings
In nearly every answer
Contested
How often 10 AI models recommend New Relic, what they say about it, and who they recommend instead, on the 1 buying question where it came up.
Share of each model's answers that named it, at any position · The black tick marks the panel average
Tracked since October 25, 2026. Each time the panel answers these questions again, the change shows here.
Each model's one-line reason for recommending it, from its first answer
Mature full-stack observability with generous free tier and flexible pricing.
Strong full-stack observability with broad integrations and flexible querying.
Comprehensive full-stack platform with powerful querying and generous developer-friendly tiers.
Full-stack observability with generous free tier
Mature all-in-one observability platform with strong AI-driven alerting and full-stack visibility.
Pioneered full-stack observability, polished APM and strong developer UX.
Strong all-in-one platform with generous free tier and developer-friendly pricing.
Strong APM with excellent full-stack visibility and analytics.
Strong APM and full-stack observability with excellent developer experience.
Full-stack observability, generous free tier, NRQL querying
Each question's products ranked by the share of all answers that named them, New Relic highlighted.
Share of each model's answers on the question that named it · Hover a cell for the count
| Question | Claude Haiku 5.5 | GPT-6 Luna | Gemini 4 Argon | Qwen 3.8 Flash | DeepSeek V4 Pro | GLM-5.3 | Kimi K3 | MiniMax M3 | Mistral Large 4 | Nemotron 3 Ultra |
|---|---|---|---|---|---|---|---|---|---|---|
| Best observability tools | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 |
Share of answers that named it under each way of asking the question · Hover a cell for the exact wording
| Question | List request | Buyer asking for advice | Search query | Worth paying for? |
|---|---|---|---|---|
| Best observability tools | 100 | 100 | 100 | 100 |
Against the products named most often on the same questions
Work on New Relic? Get it tracked every month on the questions your buyers ask, or email sales@modelocracy.com.