Every category where a model named OpenTelemetry Collector 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	Since September 2026
Telemetry pipelines	IT operations and endpoint	37%	1 of 124	0%	57	endorsed leader

Movement

This is the first edition on this tier, so no move can be computed for OpenTelemetry Collector 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 OpenTelemetry Collector across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

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Model	First choice	Alternative	Mention	Labels
Claude Haiku 4.5	0	2	2	4
GPT-5.4 mini	4	0	1	5
Gemini 3.5 Flash	5	1	0	6
Perplexity Sonar	1	1	0	2
Grok 4.1 Fast	5	1	0	6
Mistral Small	2	0	2	4
DeepSeek V4 Flash	3	1	1	5
Llama 4 Maverick	0	0	1	1
Qwen 3.7 Flash	3	2	1	6
Kimi K2	3	1	1	5
GLM 4.7 FlashX	1	1	0	2
MiniMax M2.5	3	0	0	3
GPT-6 Luna	3	1	1	5
Muse Glimmer 30B	2	1	0	3

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

Direct29 labels23

Paraphrase16 labels8

Comparative36 labels21not counted in share

Budget-constrained31 labels26

Scale-constrained15 labels7

Negative22 labels15not counted in share

First choiceAlternativeMentionNegative149 labels in all, every segment counted; 64 of the 100 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.

“starting with OpenTelemetry + an open-source backend (like Grafana LGTM or OpenObserve) offers the best balance of cost, flexibility, and scalability” Mistral Small · Telemetry pipelines · direct prompt · first choice

“Use a dedicated pipeline (e.g., OpenTelemetry Collector, Fluent Bit) for filtering, sampling, redaction, enrichment upstream before backends.” Grok 4.1 Fast · Telemetry pipelines · negative prompt · first choice

“Ship logs/metrics to a local agent (like Vector, FluentBit, or an OpenTelemetry Collector) running next to the app.” Qwen 3.7 Flash · Telemetry pipelines · negative prompt · first choice

“OpenTelemetry Collector is explicitly vendor-agnostic and can export to many open-source and commercial backends.” GPT-5.4 mini · Telemetry pipelines · comparative prompt · first choice

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 OpenTelemetry Collector, over the 145 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and OpenTelemetry Collector was named but was not.

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ProductSame answerTook the first choice insteadHead to head

Vector69 of 1459Compare →

Cribl Stream68 of 14517Compare →

Datadog57 of 1451Not among the top eight

Fluent Bit52 of 1454Compare →

Grafana Cloud39 of 1453Compare →

Prometheus35 of 1451Compare →

New Relic31 of 1451Compare →

Grafana31 of 1450Not among the top eight

Grafana Loki30 of 1450Compare →

Splunk Observability Cloud30 of 1450Not 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 OpenTelemetry Collector. 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 125 of the 145 answers that named OpenTelemetry Collector and are not a share of its labels.

Domains cited

cribl.io64

opentelemetry.ioYour site61

external.pi.gpi.aws.gartner.com42

edgedelta.com36

openobserve.ai36

grafana.com35

itechguides.com31

mezmo.com31

honeycomb.io28

worldmetrics.org28

331 of the 392 domain citations in answers naming OpenTelemetry Collector came from somebody else's page.

Pages cited

external.pi.gpi.aws.gartner.com/reviews/market/telemetry-pipelines42

opentelemetry.io/docs/collector39

cribl.io/resources/comparison-guides/best-observability-pipeline-solutions-for-enterprise34

worldmetrics.org/best/telemetry-software26

itechguides.com/best/telemetry-pipeline-software25

zipdo.co/best/telemetry-data-software25

openobserve.ai/blog/best-telemetry-agents20

edgedelta.com/wp-content/uploads/2025/03/674488871ba0da4611a147c3_whitepaper-sharing-compr19

Pages are listed as the models cited them.

Search and answers

Where OpenTelemetry Collector stands in Google search beside where it stands in the models' answers.

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In search

Google, US estimates

Position for “telemetry pipeline”

–

not in the top ten

Position for “telemetry pipelines”

–

not in the top ten

Searches for its name, Google: 1,300 a month (“opentelemetry collector”)
AI search demand for its name, est.: 56 a month
Organic visits to its site: about 24,504 a month
Searches its site ranks for: 8,935 · 408 in the top three
Sites linking to it: 11,355
Paid Google search: No ads found in the estimate; that does not mean it runs none

Ads on Google

None found in Google's ad transparency records for the US

In answers

This edition

Share of first choices

37%

rank 1 of 124 in telemetry pipelines

First choices

across its categories

Named in: 145 answers
Its own site cited: in 125 of the answers that named it

Search figures are US estimates from DataForSEO, read October 5, 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.

What it publishes

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Addresses on opentelemetry.io

6,234

subdomains included

Content

299

counted in the table below

Documentation

2,060

Product · Integration

1 · 1

Kind	Pages	Last 90 days	Latest	Categories named
Blog	273	17	2026-09-25	API gateways
News or press	13	4	2026-09-09
Glossary or explainer	9	undated
Conference or event	2	undated
Comparison	2	0	2026-03-19

Most recent

2026-09-25Exploring instrumentation ecosystem blog
2026-09-22Otel prometheus interoperability blog
2026-09-21Gc elections blog
2026-09-18Dual dotnet metrics export with otlp and prometheus blog
2026-09-16K8s attributes processor v1 blog
2026-09-11Environment variable context propagation blog

How it is countedHide how it is counted

Every page opentelemetry.io exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.

Names read as OpenTelemetry Collector

What the judge wrote, as written, with how often. The vendor table decides that these count as OpenTelemetry Collector; a claim can dispute any of them.

OpenTelemetry 12OpenTelemetry (OTel) 9OpenTelemetry (OTel) Collector 6OpenTelemetry Collector (OTel Collector) 3OpenTelemetry + OpenTelemetry Collector 1

Follow OpenTelemetry Collector

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

OpenTelemetry Collector is its own company.

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In its own words

Stated by the vendor, not checked

Positioning: Process, filter, and route telemetry data with the OpenTelemetry Collector.
opentelemetry.io
For: Collector component developers
opentelemetry.io/docs/security
Integrations claimed: 200 opentelemetry.io
Certifications: CNCF graduated
Customers named: AlibabaeBayGitHubHerokuMercado LibreShopifySkyscannerUiPath
Not stated on the pages read: Price, starting price, free plan or trial, hosting

What OpenTelemetry Collector's own pages state, read October 5, 2026: opentelemetry.io, opentelemetry.io/docs/security, opentelemetry.io/site/features, opentelemetry.io/ecosystem/integrations. 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 OpenTelemetry Collector'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 OpenTelemetry Collector, 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 OpenTelemetry Collector by email, built from the raw record of the edition. It shows:

where OpenTelemetry Collector 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 OpenTelemetry Collector, 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.

Badges

Wins only: a badge exists where OpenTelemetry Collector is ranked in a category's top three this edition. Three sizes, one file each, light and dark; the code is under each.

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AI models recommend OpenTelemetry Collector first in Telemetry pipelines this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.

Wide · 320 × 104 Website, beside other badges

Show the code

<a href="https://it-ai-index.com/operations/telemetry-pipelines/"><img src="https://it-ai-index.com/badges/2026-10/opentelemetry-collector--telemetry-pipelines-wide.svg" alt="AI models' first choice in Telemetry pipelines, October 2026 Edition, IT AI Recommendation Index" width="320" height="104"></a>

Copy the code as it is. The link is part of the badge: it points at the Telemetry pipelines standing, where the claim can be checked.

Square · 240 × 240 LinkedIn, slides

Show the code

<a href="https://it-ai-index.com/operations/telemetry-pipelines/"><img src="https://it-ai-index.com/badges/2026-10/opentelemetry-collector--telemetry-pipelines-square.svg" alt="AI models' first choice in Telemetry pipelines, October 2026 Edition, IT AI Recommendation Index" width="240" height="240"></a>

Copy the code as it is. The link is part of the badge: it points at the Telemetry pipelines standing, where the claim can be checked.

Compact · 200 × 56 Email signature, footer

Show the code

<a href="https://it-ai-index.com/operations/telemetry-pipelines/"><img src="https://it-ai-index.com/badges/2026-10/opentelemetry-collector--telemetry-pipelines-compact.svg" alt="AI models' first choice in Telemetry pipelines, October 2026 Edition, IT AI Recommendation Index" width="200" height="56"></a>

Copy the code as it is. The link is part of the badge: it points at the Telemetry pipelines standing, where the claim can be checked.

Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.