Index › IT › Products › Semaphore · November 2026 Edition
CI/CD platforms · Ranked

Semaphore

Semaphore is a continuous integration (CI) platform for engineering teams, positioned for coding agents and for high-performance teams · semaphore.io ↗

#4Best rank (small business)
9/14Models named it
0First choices
2Warnings
November 2026 Edition · all company sizes counted.
Ranked inCI/CD platforms #4 small business

Why models recommend it

“Worth considering when fast, predictable hosted builds matter.”Perplexity Sonar · Budget-constrained question · alternative
“Semaphore often wins on pure value/speed in benchmarks”Grok 4.20 · Direct question · alternative

What gives them pause

No model argued against it.

Also on the shortlist

The products named in the same answers as Semaphore, 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 Semaphore's own site, not checked by Gane.

For
high-performance engineering teams
Price stated
Fast CI, and you only pay for what you run.
Starting price
$15
Free plan or trial
Every organization starts with $15 of free usage every month.
Certifications
SOC 2 Type II
Customers named
Simply Business, GoCo, Confluent, Fabric, Simple Practice
Visit semaphore.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 Semaphore 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 23 of the 24 answers that named Semaphore and are not a share of its labels.

Domains cited

opsmatters.com11
northflank.com9
blog.jetbrains.com8
intersog.co.il8
semaphore.ioIts own site7
toolradar.com7
dev.to6
thectoclub.com6
learn.g2.com5
resources.cloudcops.com5

Sixty-five of the seventy-two domain citations in answers naming Semaphore came from a third party's page.

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on Semaphore 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 Flash00101
Perplexity Sonar01001
Grok 4.2001001
Mistral Small00000
DeepSeek V4 Flash00000
Llama 4 Maverick00000
Qwen 3.7 Flash00000
Kimi K200000
GLM 4.7 FlashX00101
MiniMax M2.500000
GPT-6 Luna00000
Muse Glimmer 30B00000

What it publishes

Addresses on semaphore.io
773
subdomains included
Content
341
counted in the table below
Documentation
417
Product · Integration
0 · 0
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Blog26752026-09-16AI coding
Conference or event21undated
Comparison2182026-07-31
Case study1802026-03-24
Glossary or explainer602021-03-17
News or press312026-08-04
Report or ebook202020-01-02
Podcast or video202021-10-29
Template or tool1undated
How it is countedHide how it is counted

Every page semaphore.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.