AI Indexes
IT AI Index
Index › Products › Elastic Observability · October 2026 Edition
Elastic · 7 categories · Ranked

Elastic Observability

129Judge labels
4First choices
15Negative labels
14 / 14Models named it
7Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.8, every buyer segment counted.
Best standing
2% in Observability for enterprise buyers
Rank 14 of 93 in the mid-market standing
0 of 14 models made it the first choice on the direct prompt; 0% of its 9 labels there were negative.
What the models named instead of Elastic Observability →
By buyer segmentRead the same way at every buyer size.
In aiops · 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 Observability 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 rateLabelsQuadrantSince September 2026
AIOps platformsIT operations and endpoint2%14 of 930%9under 10 labels · led by New Relic at 17%
Observability platformsIT operations and endpoint0%15 of 804%23accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
Telemetry pipelinesIT operations and endpoint0%30 of 1240%5under 10 labels · led by OpenTelemetry Collector at 37%
Infrastructure monitoringIT operations and endpoint0%64 of 7950%4under 10 labels · led by Datadog at 28%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
Application performance monitoringIT operations and endpoint0%24 of 660%3under 10 labels · led by New Relic at 46%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
Data quality and observabilityData platform0%73 of 1100%1under 10 labels · led by Metaplane at 31%
Log managementIT operations and endpoint0%46 of 730%1under 10 labels · led by Datadog Log Management at 28%goneNot named this edition; 0% in September 2026.

Movement

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

By model

How each model treated Elastic Observability across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ShowHide
ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.501113
GPT-5.4 mini00101
Gemini 3.5 Flash00011
Perplexity Sonar03205
Grok 4.2001203
Mistral Small00505
DeepSeek V4 Flash03104
Llama 4 Maverick10304
Qwen 3.7 Flash02215
Kimi K201203
GLM 4.7 FlashX00202
MiniMax M2.500404
GPT-6 Luna00303
Muse Glimmer 30B02103

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
Direct26 labelsNone
Paraphrase12 labels2
Comparative52 labels1not counted in share
Budget-constrained12 labels2
Scale-constrained14 labelsNone
Negative13 labelsNone
First choiceAlternativeMentionNegative129 labels in all, every segment counted; 4 of the 5 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.

“likely to be Site24x7 or Elastic Cloud, as they offer a range of features and pricing plans that can accommodate smaller teams” Llama 4 Maverick · AIOps · budget prompt · first choice
“Free self-hosted tier (up to 200 GB/day ingestion in some plans); strong for logs/search with ML anomaly detection.” Grok 4.20 · AIOps · budget prompt · alternative
“Elastic Cloud is cited for open-source observability with automated native actions/queries/remediation workflows.” Muse Glimmer 30B · AIOps · comparative prompt · alternative
“Atatus, Grafana Cloud, or Elastic provide robust capabilities at predictable, lower price points” Claude Haiku 4.5 · Observability · direct 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.

“Alert fatigue from high alert volumes is a persistent concern for practitioners” Claude Haiku 4.5 · Observability · negative prompt · soft negative
“Both offer world-class analytics but come with premium price tags.” Qwen 3.7 Flash · Infra monitoring · negative prompt · soft negative
“Elastic/Kibana (historical licensing pivots)” Gemini 3.5 Flash · Infra monitoring · negative prompt · soft negative

Named alongside

The products named in the same answers as Elastic Observability, over the 129 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Elastic Observability was named but was not.
ShowHide
ProductSame answerTook the first choice insteadHead to head
Datadog94 of 12927Not among the top eight
Dynatrace86 of 12918Not among the top eight
New Relic85 of 12910Not among the top eight
Splunk Observability Cloud46 of 1291Not among the top eight
Grafana36 of 1295Not among the top eight
Splunk30 of 1291Not among the top eight
Honeycomb29 of 1290Not among the top eight
Chronosphere28 of 1292Not among the top eight
Prometheus24 of 1290Not among the top eight
Grafana Cloud20 of 1294Not among the top eight
A head-to-head page exists where both products are among a category's top eight. 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 Observability. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 109 of the 129 answers that named Elastic Observability and are not a share of its labels.

Domains cited

motadata.com47
newrelic.com43
openobserve.ai36
elastic.coYour site30
g2.com29
uptrace.dev28
grafana.com27
guideflow.com25
research.oz.spotlightar.com23
metoro.io22

280 of the 310 domain citations in answers naming Elastic Observability came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Search and answers

elastic.co is not in Google's top ten for any of the category's searches. In the answers, Elastic Observability takes 2% of first choices and New Relic takes 17%.
ShowHide

In search

Google, US estimates
Position for “aiops platform”
–
not in the top ten
Position for “aiops platforms”
–
not in the top ten
Searches for its name, Google
260 a month (“elastic observability”)
AI search demand for its name, est.
3 a month
Its company's site
elastic.co shared with Elastic's other products; the figures are the site's
Organic visits to its site
about 208,306 a month
Searches its site ranks for
106,203 · 2,623 in the top three
Sites linking to it
41,056
Paid Google search
2 searches its ads show for, about 3 clicks and $0 a month (estimate)
Ads on GoogleDetailLess
117+ ads · 85 text, 20 video, 12 image · 105 shown in the last 30 days

First shown March 2025, as Elasticsearch, Inc., verified. Ads started 2025-10 to 2026-09: 84 in the year, 33 before. 3 more by other advertisers linking to it.

On Google's pages: 1 2 3 4

In answers

This edition
Share of first choices
2%
rank 14 of 93 in aiops
Segment leader
17%
New Relic
First choices
4 across its categories
Named in
129 answers
Its own site cited
in 109 of the answers that named it

Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.

Names read as Elastic Observability

What the judge wrote, as written, with how often. The vendor table decides that these count as Elastic Observability; a claim can dispute any of them.
Elastic 14Elastic Cloud 4Elastic APM / Elastic Observability 2Elastic (ELK Stack) 1Elastic (Elastic Observability) 1Elastic / Elastic Cloud 1Elastic Agent / Elastic Stack 1Elastic Cloud / Elastic Observability 1Elastic Observability (ELK Stack) 1Elastic Stack 1Elastic/Kibana 1

Follow Elastic Observability

An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.

Already following? Everything you follow, with a stop for each.

The company

Elastic is the company behind Elastic Observability.
ShowHide

In its own words

Stated by the vendor, not checked
Positioning
Elastic is the industry's most efficient full-stack observability platform.
Free plan or trial
Start free trial elastic.co/observability
Integrations claimed
450 elastic.co/observability
Certifications
A Leader in 2026 Gartner® Magic Quadrant™ for Observability Platforms
Customers named
ComcastEquinoxWells FargoDiscoverInformaticaDocusignUOLPepsi
Not stated on the pages read
Price, starting price, hosting

What Elastic Observability's own pages state, read September 28, 2026: elastic.co/observability, elastic.co/observability/application-performance-monitoring, discuss.elastic.co/t/uptime-monitors/333320, discuss.elastic.co/t/elastic-observability-for-c-applications/375497, discuss.elastic.co/t/moving-applications-logs-to-elastic-observability/305409. A claimed page can correct any of 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 Elastic Observability'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 Observability, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

What a new claim receivesHide what a new claim receives

A new claim receives the current edition's vendor brief for Elastic Observability by email, built from the raw record of the edition. It shows:

  • where Elastic Observability is named, by buyer and by framing, and which cells hold its first choices;
  • the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
  • its vocabulary against the segment leader's, and the pages the models cited;
  • who was chosen in the answers that did not name Elastic Observability, and every reason the record gives;
  • a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
  • one page of published figures cleared to show a buyer.
The subscriber app

A verification link goes to your work email; an address at elastic.co is approved on the spot, any other is reviewed by hand. Your email is never published. Claiming gives no say over labels, shares, verdicts or which quotes appear.