Grafana vs New Relic
Zero of fourteen models named Grafana first on the direct prompt; zero named New Relic. Grafana was named by eleven of the fourteen models and New Relic by eleven and Grafana carries 18 labels and New Relic 16, so the shares are not directly comparable.
Named in nine categories this edition.
Named in nine categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the telemetry pipelines page.
By framing
GrafanaFirst choices, of fourteen modelsNew Relic
Across every category in the November 2026 Edition, Grafana and New Relic were named in the same answer 252 times, of the 332 answers naming Grafana and the 709 naming New Relic. In those answers New Relic took the first choice thirty-eight times and Grafana fifty.
Every model, every framing
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | |||||
| GPT-5.4 mini | | |||||
| Gemini 3.5 Flash | | |||||
| Perplexity Sonar | | |||||
| Grok 4.20 | | | ||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | | | ||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | | | | |||
| GLM 4.7 FlashX | | | ||||
| MiniMax M2.5 | | |||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B | | |
Grafana New Relic first choice named as an alternative argued againstblank: not namedEach cell is one answer, Grafana on the left and New Relic on the right.The direct prompt
Neither was the first choice, one was named
2 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
12 of 14 modelsThe answer made no first choice from these two in this category.Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
Grafana2%#6 of 18New Relic2%#8 of 18Grafana0%#– of 15New Relic0%#15 of 15What the models said about Grafana
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“The Grafana Stack—Grafana for visualization, Prometheus for metrics, Loki for logs, and Tempo for traces—is a fully open-source, modular observability solution with maximum control and minimal licensing cost” Claude Haiku 4.5 · budget prompt · first choice
What the models said about New Relic
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Legacy vendor-specific agents (New Relic, AppDynamics, Dynatrace traditional agents) | Closed data formats, proprietary APIs” Kimi K2 · negative prompt · hard negative
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.