Every category where a model named Azure Monitor for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.

Category	Function	Share	Rank	Negative rate	Labels	Quadrant
Infrastructure monitoring	IT operations and endpoint	0%	17 of 65	17%	6	under 10 labels · led by Site24x7 at 24%
Log management	IT operations and endpoint	0%	23 of 59	0%	3	under 10 labels · led by Datadog Log Management at 20%
Application performance monitoring	IT operations and endpoint	0%	37 of 70	0%	2	under 10 labels · led by New Relic at 54%
Error and crash monitoring	Developer platform	0%	33 of 44	100%	1	under 10 labels · led by Sentry at 82%

Movement

This is the first edition on this tier, so no move can be computed for Azure Monitor yet. From the next edition this section shows, per buyer segment, whether its share moved by more than the measured noise floor.

By model

How each model treated Azure Monitor across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.

Model	Alternative	Mention	Negative	Labels
Claude Haiku 4.5	1	2	0	3
GPT-5.4 mini	2	0	0	2
Gemini 3.5 Flash	0	0	1	1
Perplexity Sonar	0	0	0	0
Grok 4.1 Fast	0	1	0	1
Mistral Small	0	0	0	0
DeepSeek V4 Flash	0	2	0	2
Llama 4 Maverick	0	0	0	0
Qwen 3.7 Flash	0	1	1	2
Kimi K2	0	0	0	0
GLM 4.7 FlashX	1	0	0	1
MiniMax M2.5	0	0	0	0

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.

FramingLabels by classFirst choices

Direct3 labelsNone

Paraphrase5 labelsNone

Comparative4 labelsNone

Budget-constrained3 labelsNone

Scale-constrained1 labelNone

Negative7 labelsNone

First choiceAlternativeMentionNegative23 labels in all, every segment counted; 0 of the 0 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

Verbatim evidence the judge attached to positive labels.

“AWS CloudWatch, Azure Monitor, or Google Cloud Logging if you’re already on one cloud.” GPT-5.4 mini · Logs · budget prompt · alternative

“best if you're heavily committed to a single cloud and want to minimize third-party tools” GPT-5.4 mini · Infra monitoring · paraphrase prompt · alternative

“Start with native cloud monitoring (CloudWatch, Azure Monitor) to reduce costs” Claude Haiku 4.5 · Infra monitoring · paraphrase prompt · alternative

“Use Azure Monitor + optional Site24x7 for hybrid visibility” GLM 4.7 FlashX · Infra monitoring · paraphrase prompt · alternative

And against it

Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.

“Cloud Provider Lock-In (AWS X-Ray, Azure Monitor)... often fail when you need to debug code across different environments” Qwen 3.7 Flash · Error monitoring · negative prompt · soft negative

“they lack user-friendly interfaces for complex, cross-platform dashboards” Gemini 3.5 Flash · Infra monitoring · negative prompt · soft negative

Named alongside

The products named in the same answers as Azure Monitor, over the 23 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Azure Monitor was named but was not.

ProductSame answerTook the first choice insteadHead to head

Datadog14 of 235Not in the top three

Splunk12 of 232Not in the top three

New Relic11 of 231Not in the top three

AWS CloudWatch11 of 230Not in the top three

Dynatrace11 of 230Not in the top three

Zabbix9 of 230Not in the top three

Nagios8 of 230Not in the top three

Elastic Stack7 of 230Not in the top three

Prometheus + Grafana6 of 232Not in the top three

Datadog Log Management6 of 231Not in the top three

A head-to-head page exists where both products are in a category's top three. The other rows are the same fact without a page behind them, so they link to the product instead.

What carried it into the answer

The sites and pages cited by the answers that named Azure Monitor. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 8 of the 23 answers that named Azure Monitor and are not a share of its labels.

Domains cited

gartner.com5

netdata.cloud4

signoz.io4

toolradar.com4

atatus.com3

instatus.com3

middleware.io3

openobserve.ai3

cio.economictimes.indiatimes.com2

comparitech.com2

Thirty-three of the thirty-three domain citations in answers naming Azure Monitor came from somebody else's page.

Pages cited

netdata.cloud/resources/best-infrastructure-monitoring-tools4

gartner.com/reviews/market/infrastructure-monitoring-tools3

middleware.io/blog/infrastructure-monitoring-tools3

signoz.io/comparisons/infrastructure-monitoring-tools3

atatus.com/guides/most-affordable-monitoring-tools2

cio.economictimes.indiatimes.com/amp/tools/top-7-open-source-infrastructure-monitoring-too2

comparitech.com/net-admin/network-server-application-mon-smbs2

fivenines.io/best-infrastructure-monitoring-tools2

Pages are listed as the models cited them.

Is this your product?

Claim this page

Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Azure Monitor's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Azure Monitor, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at azure.cn is approved on the spot, any other address is reviewed by hand.

Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.