Index › IT › Products › OpenTelemetry · November 2026 Edition
4 categories · Ranked

OpenTelemetry

OpenTelemetry is an open standard for instrumenting applications and collecting observability data, used together with a separate backend · opentelemetry.io ↗

#8Best rank (mid-market)
10/14Models named it
1First choices
1Warnings
November 2026 Edition · all company sizes counted.
Ranked inObservability platforms #8 mid-marketApplication performance monitoring #23Infrastructure monitoring #30Streaming platforms #53
What AI models recommend in observability

Read the same way at every company size.

The standing depends on who is buying. Every model is asked the same questions for each company size.

Why models recommend it

“1. Open-Source Stack (Most Economical) Prometheus + Grafana + OpenTelemetry - Cost: Completely free (open source)”GLM 4.7 FlashX · Budget-constrained question · first choice
“For new infrastructure, consider the OpenTelemetry + Grafana stack for vendor independence”Kimi K2 · Negative question · first choice
“To reduce lock-in, use OpenTelemetry where practical: it’s designed to be vendor-neutral and interoperable.”GPT-6 Luna · Negative question · alternative
“Pick OpenTelemetry if: You're building a modern, multi-cloud stack with diverse instrumentation needs.”GLM 4.7 FlashX · Comparative question · alternative

What gives them pause

No model argued against it.

Also on the shortlist

The products named in the same answers as OpenTelemetry, over the 24 answers that named it, and how often each was the first choice instead.

A side-by-side page exists where both products are among a category's top eight.

At a glance

Stated on OpenTelemetry's own site, not checked by Gane.

For
For Collector component developers
Integrations
1163
Customers named
Alibaba, eBay, GitHub, Heroku, Mercado Libre, Shopify, Skyscanner, UiPath
Visit opentelemetry.io ↗

How this is measured

Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.

Gane sells AI visibility software. No company can pay to change a result.

Read the method →

Sources returned with these answers

The sites and pages the answers that named OpenTelemetry came back with. A fact about retrieval, not a cause of the answer.

Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 18 of the 24 answers that named OpenTelemetry and are not a share of its labels.

Domains cited

g2.com7
newrelic.com6
github.com4
grafana.com4
coralogix.com3
dotcom-monitor.com3
dupple.com3
dynatrace.com3
motadata.com3
opentelemetry.ioIts own site3

Thirty-six of the thirty-nine domain citations in answers naming OpenTelemetry came from a third party's page.

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on OpenTelemetry across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.500000
GPT-5.4 mini00000
Gemini 3.5 Flash01001
Perplexity Sonar00000
Grok 4.2000101
Mistral Small00000
DeepSeek V4 Flash00000
Llama 4 Maverick00000
Qwen 3.7 Flash00101
Kimi K210102
GLM 4.7 FlashX12003
MiniMax M2.500202
GPT-6 Luna01102
Muse Glimmer 30B00000

What it publishes

Addresses on opentelemetry.io
6,234
subdomains included
Content
299
counted in the table below
Documentation
2,060
Product · Integration
1 · 1
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Blog273172026-09-25API gateways
News or press1342026-09-09
Glossary or explainer9undated
Conference or event2undated
Comparison202026-03-19
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.