New RelicvsPrometheus
How 10 AI models weigh New Relic against Prometheus on the 1 buying question where both came up.
- New Relic
- 100%of answers named it
- Prometheus
- 70%of answers named it
- Placed higher
- 35–5times New Relic vs Prometheus, over 40 model rankings that listed either
- Models leaning
- 9–0toward New Relic vs Prometheus; 1 even
Which models prefer which
Share of each model's answers that named each product, and how often its ranking put one above the other (a product listed beats one left off) · On the 1 shared question, every wording
| Model | New Relic | Prometheus | Placed higher | Leans |
|---|---|---|---|---|
| Claude Haiku 5.5 | 100% | 100% | 3–1 | New Relic |
| GPT-6 Luna | 100% | 58% | 4–0 | New Relic |
| Gemini 4 Argon | 100% | 67% | 4–0 | New Relic |
| Qwen 3.8 Flash | 100% | 100% | 3–1 | New Relic |
| DeepSeek V4 Pro | 100% | 17% | 4–0 | New Relic |
| GLM-5.3 | 100% | 75% | 3–1 | New Relic |
| Kimi K3 | 100% | 75% | 4–0 | New Relic |
| MiniMax M3 | 100% | 75% | 2–2 | Even |
| Mistral Large 4 | 100% | 75% | 4–0 | New Relic |
| Nemotron 3 Ultra | 100% | 58% | 4–0 | New Relic |
What the models say about New Relic
One reason per model, from the shared questions
- Claude Haiku 5.5
Mature full-stack observability with generous free tier and flexible pricing.
- GPT-6 Luna
Strong full-stack observability with broad integrations and flexible querying.
- Gemini 4 Argon
Comprehensive full-stack platform with powerful querying and generous developer-friendly tiers.
- Qwen 3.8 Flash
Full-stack observability with generous free tier
- DeepSeek V4 Pro
Mature all-in-one observability platform with strong AI-driven alerting and full-stack visibility.
- GLM-5.3
Pioneered full-stack observability, polished APM and strong developer UX.
- Kimi K3
Strong all-in-one platform with generous free tier and developer-friendly pricing.
- MiniMax M3
Strong APM with excellent full-stack visibility and analytics.
- Mistral Large 4
Strong APM and full-stack observability with excellent developer experience.
- Nemotron 3 Ultra
Full-stack observability, generous free tier, NRQL querying
What the models say about Prometheus
One reason per model, from the shared questions
- Claude Haiku 5.5
Standard open-source metrics collection, widely adopted in cloud-native environments.
- GPT-6 Luna
Reliable open-source metrics collection and alerting, particularly effective for cloud-native infrastructure.
- Gemini 4 Argon
The foundational open-source standard for cloud-native and Kubernetes metrics monitoring.
- Qwen 3.8 Flash
Default cloud-native metrics and alerting
- GLM-5.3
Cloud-native metrics standard, de facto Kubernetes monitoring engine.
- Kimi K3
De facto open-source standard for metrics collection in cloud-native environments.
- MiniMax M3
Industry-standard open-source metrics and alerting toolkit.
- Mistral Large 4
De facto standard for metrics collection in cloud-native environments.
- Nemotron 3 Ultra
Industry-standard metrics collection and querying with strong Kubernetes integration.
Tracked since October 25, 2026. Each time the panel answers these questions again, both shares are added here.
Question by question
Share of all answers that named each, every wording pooled, with its place among every product named · Both-named questions first
| Question | New Relic | Prometheus |
|---|---|---|
| Best observability tools | 100% #1 | 70% #8 |