IT AI Index
Index Vendors › Elastic APM · September 2026 Edition
Elastic · 1 category · Ranked

Elastic APM

37Judge labels
0First choices
2Negative labels
11 of 12Models named it
1Category
September 2026 Edition. Every number here is derived from the raw labels under vendor table vv2026-09.2, every buyer segment counted.
Best standing
0% in APM for mid-market buyers
Rank 14 of 70 in the mid-market standingaccepted challenger
0 of 12 models made it the first choice on the direct prompt; 0% of its 13 labels there were negative.
By buyer segmentRead the same way at every buyer size.
In apm · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading

Standing by category

Every category where a model named Elastic APM 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.
CategoryFunctionShareRankNegative rateLabelsQuadrant
Application performance monitoringIT operations and endpoint0%14 of 700%13accepted challenger

Movement

This is the first edition on this tier, so no move can be computed for Elastic APM 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 Elastic APM across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.
ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.501102
GPT-5.4 mini01001
Gemini 3.5 Flash00000
Perplexity Sonar01001
Grok 4.1 Fast10001
Mistral Small01102
DeepSeek V4 Flash01001
Llama 4 Maverick00000
Qwen 3.7 Flash02002
Kimi K200000
GLM 4.7 FlashX01001
MiniMax M2.502002

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
Direct5 labelsNone
Paraphrase2 labelsNone
Comparative12 labelsNone
Budget-constrained7 labelsNone
Scale-constrained3 labelsNone
Negative8 labels1not counted in share
First choiceAlternativeMentionNegative37 labels in all, every segment counted; 0 of the 1 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.

“Balanced Commercial: Grafana Cloud (predictable, OTel), Elastic APM (self-hostable)” Grok 4.1 Fast · APM · negative prompt · first choice
“Elastic APM is ideal for teams already using the Elastic Stack, or those who need an on-prem, customizable APM solution” Claude Haiku 4.5 · APM · paraphrase prompt · alternative
“Elastic APM (self-hosted) is free forever with all features, though it requires infrastructure management” MiniMax M2.5 · APM · budget prompt · alternative
“Consider open-source alternatives like Grafana Cloud, Elastic APM, or SigNoz which can be more cost-effective” MiniMax M2.5 · APM · negative 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.

No model argued against it.

Named alongside

The products named in the same answers as Elastic APM, over the 37 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Elastic APM was named but was not.
ProductSame answerTook the first choice insteadHead to head
New Relic37 of 3710Not in the top three
Dynatrace31 of 375Not in the top three
Datadog29 of 377Not in the top three
AppDynamics23 of 370Not in the top three
Grafana Cloud14 of 371Not in the top three
SigNoz13 of 373Not in the top three
Sentry11 of 370Not in the top three
IBM Instana8 of 371Not in the top three
OpenObserve7 of 372Not in the top three
Jaeger5 of 370Not 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 Elastic APM. 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 31 of the 37 answers that named Elastic APM and are not a share of its labels.

Domains cited

newrelic.com16
rollbar.com14
cubeapm.com13
openobserve.ai13
instatus.com11
reveillesoftware.com10
g2.com9
toolradar.com9
manageengine.com8
ardura.consulting7

110 of the 110 domain citations in answers naming Elastic APM came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Names read as Elastic APM

What the judge wrote, as written, with how often. The vendor table decides that these count as Elastic APM; a claim can dispute any of them.
Elastic APM (Self-Hosted) 1
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 Elastic APM'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 Elastic APM, 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 elastic.co 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.

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