New Relic vs SigNoz
Nine of fourteen models named New Relic first on the direct prompt; zero named SigNoz. New Relic was named by fourteen of the fourteen models and SigNoz by eleven and New Relic carries 81 labels and SigNoz 23, so the shares are not directly comparable.
Named in nine categories this edition.
Named in eight 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 application performance monitoring page.
By framing
New RelicFirst choices, of fourteen modelsSigNoz
Across every category in the November 2026 Edition, New Relic and SigNoz were named in the same answer 158 times, of the 709 answers naming New Relic and the 211 naming SigNoz. In those answers SigNoz took the first choice sixteen times and New Relic forty-one.
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 | | | | | |
New Relic SigNoz first choice named as an alternative argued againstblank: not namedEach cell is one answer, New Relic on the left and SigNoz on the right.The direct prompt
New Relic first, SigNoz an alternative
9 of 14 modelsSigNoz was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
3 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
2 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
New Relic60%#1 of 14SigNoz4%#6 of 14New Relic61%#1 of 14SigNoz2%#6 of 14What the models said about New Relic
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Start with New Relic. It gives you the best balance of full-stack coverage, generous free tier for evaluation, user-friendly interface, and predictable pricing.” DeepSeek V4 Flash · direct prompt · first choice
“New Relic: Excellent full-stack observability, usage-based pricing, strong AI, easy OTel support. Often praised for value and query flexibility.” Grok 4.20 · scale prompt · first choice
“For most budget-conscious companies, New Relic's free tier is the best starting point due to its generous limits and full feature access.” Kimi K2 · budget prompt · first choice
What the models said about SigNoz
No label in this category carried a quote.
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.