Application performance monitoring · November 2026 Edition
ManageEngine Applications Manager vs SigNoz
One of fourteen models named ManageEngine Applications Manager first on the direct prompt; zero named SigNoz. ManageEngine Applications Manager was named by eight of the fourteen models and SigNoz by eleven and ManageEngine Applications Manager carries 15 labels and SigNoz 23, so the shares are not directly comparable.
Named in one category this edition.
Named in eight categories this edition.
First-choice share4%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#6A position in a field of 14; printed, not drawn.
Labels1523A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, ManageEngine Applications Manager reading right to left. Rank and label count are printed, not drawn.New Relic was named alongside these two in twelve of the fourteen direct answers. New Relic vs ManageEngine Applications Manager · New Relic vs SigNoz · Datadog APM vs ManageEngine Applications Manager
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
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
ManageEngine Applications ManagerFirst choices, of fourteen modelsSigNoz
Direct10
Paraphrase10
Comparative00
Budget-constrained01
Scale-constrained00
Negative01
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where ManageEngine Applications Manager and SigNoz stood in it.
| 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 | | |
ManageEngine Applications Manager SigNoz first choice named as an alternative argued againstblank: not namedEach cell is one answer, ManageEngine Applications Manager on the left and SigNoz on the right.The direct prompt
The plain question, one answer per model, grouped by where ManageEngine Applications Manager and SigNoz stood in it.
ManageEngine Applications Manager first, SigNoz not the choice
1 of 14 modelsSigNoz was named in the answer but not as the choice, or not at all.GLM 4.7 FlashXManageEngine Applications Manager alternatives: AppSignal, Datadog APM, New Relic, SolarWinds Observability
Neither was the first choice, one was named
5 of 14 modelsThe answer put something else first and named one of the two as an alternative.Gemini 3.5 FlashNew Relic alternatives: Datadog APM, Grafana Cloud, Honeycomb, Sentry, SigNoz
Perplexity SonarDatadog APM alternatives: ManageEngine Applications Manager, New Relic, Sentry
Mistral SmallNew Relic alternatives: Datadog APM, SigNoz
DeepSeek V4 FlashNew Relic alternatives: AppSignal, Datadog APM, Dynatrace, ManageEngine Applications Manager
Kimi K2New Relic alternatives: Atatus, ManageEngine Applications Manager, Site24x7
Neither was named
8 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5no first choice
GPT-5.4 miniNew Relic alternatives: Datadog APM, Dynatrace
Grok 4.20Datadog APM alternatives: New Relic
Llama 4 MaverickDatadog APM, Dynatrace, New Relic
Qwen 3.7 FlashNew Relic alternatives: Datadog APM, Grafana Cloud
MiniMax M2.5Datadog APM alternatives: AppDynamics, AppSignal
GPT-6 LunaNew Relic alternatives: Datadog APM, Grafana Cloud
Muse Glimmer 30BDatadog APM, New Relic alternatives: IBM Instana, OpManager Nexus
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
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
SigNoz leads by four points.
SigNoz4%#6 of 14ManageEngine Applications Manager0%#– of 14Mid-marketThe figures above
The order flips: ManageEngine Applications Manager leads at mid-market.
ManageEngine Applications Manager4%#4 of 14SigNoz2%#6 of 14Enterprise
ManageEngine Applications Manager leads by two points.
ManageEngine Applications Manager2%#– of 10SigNoz0%#10 of 10What the models said about ManageEngine Applications Manager
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“ManageEngine Applications Manager (best overall for cost + hybrid)” GLM 4.7 FlashX · direct prompt · first choice
“Recommended: ManageEngine Applications Manager” GLM 4.7 FlashX · paraphrase prompt · first choice
“ManageEngine/Site24x7 if budget is a primary constraint and you need straightforward, no-surprise pricing.” Kimi K2 · direct prompt · alternative
What the models said about SigNoz
No label in this category carried a quote.
Also compared
New Relic vs ManageEngine Applications ManagerNew Relic vs SigNozDatadog APM vs ManageEngine Applications ManagerDatadog APM vs SigNozGrafana Cloud vs ManageEngine Applications ManagerGrafana Cloud vs SigNozManageEngine Applications Manager vs DynatraceManageEngine Applications Manager vs Site24x7Dynatrace vs SigNozSigNoz vs Site24x7All twenty-one head-to-head pages and the full APM standing
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.