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HR AI Index
Index › Products › Factorial · October 2026 Edition
11 categories · Ranked

Factorial

123Judge labels
14First choices
15Negative labels
13 / 14Models named it
11Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.7, every buyer segment counted.
Best standing
4% in Leave for small business buyers
Rank 7 of 95 in the mid-market standingaccepted challenger
0 of 14 models made it the first choice on the direct prompt; 17% of its 12 labels there were negative.
What the models named instead of Factorial →
By buyer segmentRead the same way at every buyer size.
In leave · 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 Factorial 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
Leave and absence managementCore HR and payroll4%7 of 9517%12accepted challenger▲+4Since September 2026: 0% → 4%, +4 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
People analyticsWorkforce planning and analytics3%7 of 11417%6under 10 labels · led by Crunchr at 22%▲+4Since September 2026: 0% → 4%, +4 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
Time and attendanceCore HR and payroll2%15 of 860%4under 10 labels · led by Clockify at 12%▲+2Since September 2026: 0% → 2%, +2 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
Workforce schedulingCore HR and payroll0%21 of 1080%4under 10 labels · led by Deputy at 37%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
Employee onboardingOnboarding and employee experience0%40 of 870%2under 10 labels · led by Rippling at 25%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
HR help desk and case managementOnboarding and employee experience0%88 of 10850%2under 10 labels · led by Zoho Desk at 19%newNew since September 2026: not ranked then, 0% now.
Applicant tracking systemsTalent acquisition0%39 of 650%1under 10 labels · led by Greenhouse at 40%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
HR AI assistantsOnboarding and employee experience0%101 of 1420%1under 10 labels · led by MeBeBot at 21%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
HRIS and HCM platformsCore HR and payroll0%36 of 660%1under 10 labels · led by Rippling at 26%newNew since September 2026: not ranked then, 0% now.
Org charts and org designWorkforce planning and analytics0%59 of 950%1under 10 labels · led by ChartHop at 30%goneNot named this edition; 0% in September 2026.
Performance managementPerformance and talent management0%42 of 850%1under 10 labels · led by Lattice at 43%goneNot named this edition; 0% in September 2026.

Movement

Since September 2026, Factorial held within the floor in all eleven categories: no change cleared 13 points.

Best category · Leave · by segment

Small business▲+5Since September 2026: 0% → 5%, +5 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
5%from 0% in September 2026
Inside the floor by 8 pointsRank 19 → 6 of 58
Mid-market▲+4Since September 2026: 0% → 4%, +4 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
4%from 0% in September 2026
Inside the floor by 9 pointsRank 18 → 7 of 91
Enterprise=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 13 pointsRank 68 → 83 of 89

All categories · Mid-market

CategorySeptember 2026NowChangeReadingRank
People analytics0%4%▲+4Since September 2026: 0% → 4%, +4 points. Inside the 13-point floor: within noise. Read over the models both editions asked.Within noiseRank 25 → 7 of 114
Leave0%4%▲+4Since September 2026: 0% → 4%, +4 points. Inside the 13-point floor: within noise. Read over the models both editions asked.Within noiseRank 18 → 7 of 95
Time and attendance0%2%▲+2Since September 2026: 0% → 2%, +2 points. Inside the 13-point floor: within noise. Read over the models both editions asked.Within noiseRank 25 → 15 of 86
Workforce scheduling0%0%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.Within noiseRank 40 → 21 of 108
Employee onboarding0%0%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.Within noiseRank 28 → 40 of 87
HR help desk0%0%newNew since September 2026: not ranked then, 0% now.New this editionRank 88 of 108, unchanged
Applicant tracking syste0%0%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.Within noiseRank 14 → 39 of 65
HR AI assistants0%0%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.Within noiseRank 31 → 101 of 142
HRIS and HCM platforms0%0%newNew since September 2026: not ranked then, 0% now.New this editionRank 36 of 66, unchanged
Org charts0%0%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.Within noiseRank 58 → 59 of 95
Performance management0%0%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.Within noiseRank 38 → 42 of 85

Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.

The floor is 13 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions

By model

How each model treated Factorial across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
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ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.512317
GPT-5.4 mini00000
Gemini 3.5 Flash00000
Perplexity Sonar11103
Grok 4.1 Fast02204
Mistral Small11002
DeepSeek V4 Flash02215
Llama 4 Maverick10102
Qwen 3.7 Flash01012
Kimi K201001
GLM 4.7 FlashX01102
MiniMax M2.511013
GPT-6 Luna00000
Muse Glimmer 30B00404

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
Direct25 labels2
Paraphrase19 labels5
Comparative27 labels2not counted in share
Budget-constrained21 labels6
Scale-constrained14 labels1
Negative17 labelsNone
First choiceAlternativeMentionNegative123 labels in all, every segment counted; 14 of the 16 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.

“Factorial is a popular choice for SMBs and mid-market companies that need an affordable, all-in-one HR and business management platform.” Claude Haiku 4.5 · Time and attendance · direct prompt · first choice
“Some of the top results include Factorial, Microsoft Excel... These tools are suitable for SMEs on a budget” Llama 4 Maverick · People analytics · budget prompt · first choice
“Factorial if you want a broader HR platform with PTO as one part of a larger system” Perplexity Sonar · Leave · paraphrase prompt · first choice
“Deel HR or Factorial would be top recommendations” Mistral Small · Leave · paraphrase 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.

“Significant billing complaints — multiple Trustpilot and Capterra reviewers report being overcharged” DeepSeek V4 Flash · HR help desk · negative prompt · hard negative
“Factorial's deeper features can feel unpolished compared to more established tools, and customer support has been a mixed experience” Claude Haiku 4.5 · Leave · negative prompt · soft negative
“these platforms offer clean designs and low costs but focus on standard KPIs. They typically lack the flexibility” Qwen 3.7 Flash · People analytics · negative prompt · soft negative
“Factorial has received complaints about unilateral price doubling without notice” MiniMax M2.5 · Leave · negative prompt · soft negative

Named alongside

The products named in the same answers as Factorial, over the 123 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Factorial was named but was not.
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ProductSame answerTook the first choice insteadHead to head
Gusto34 of 1232Not among the top eight
Zoho People29 of 1235Not among the top eight
Deel18 of 1230Not among the top eight
Workday16 of 1233Not among the top eight
Connecteam15 of 1231Not among the top eight
Personio15 of 1231Not among the top eight
HiBob14 of 1230Not 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 Factorial. 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 123 of the 123 answers that named Factorial and are not a share of its labels.

Domains cited

peoplemanagingpeople.com93
forbes.com45
firsthr.app40
guideflow.com32
personio.com31
learn.g2.com29
factorialhr.comYour site27
leapsome.com27
capterra.com26
hibob.com26

349 of the 376 domain citations in answers naming Factorial came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Search and answers

factorialhr.com is not in Google's top ten for any of the category's searches. In the answers, Factorial takes 4% of first choices and BambooHR takes 28%.
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In search

Google, US estimates
Position for “leave management tools”
–
not in the top ten
Position for “leave management software”
–
not in the top ten
Searches for its name, Google
27,100 a month (“factorial”)
AI search demand for its name, est.
304,748 a month
Organic visits to its site
about 141,409 a month
Searches its site ranks for
29,309 · 711 in the top three
Sites linking to it
9,380
Paid Google search
No ads found in the estimate; that does not mean it runs none
Ads on GoogleDetailLess
2 ads · 2 image · 1 shown in the last 30 days

First shown November 2025, as SchemeServe, verified. Ads started 2025-10 to 2026-09: 2 in the year.

On Google's pages: 1 2

In answers

This edition
Share of first choices
4%
rank 7 of 95 in leave
Segment leader
28%
BambooHR
First choices
14 across its categories
Named in
123 answers
Its own site cited
in 123 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.

What it publishes

ShowHide
Addresses on factorialhr.com
9,192
subdomains included
Content
1,268
counted in the table below
Documentation
847
Product · Integration
2 · 101
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Blog837252026-09-22Performance management, Applicant tracking syste
Podcast or video241122026-09-03
Template or tool6112026-09-08Employee onboarding
Comparison4232026-07-17
Webinar or virtual event36undatedApplicant tracking syste
Report or ebook2202026-06-10Performance management, People analytics
Glossary or explainer1302026-01-16HRIS and HCM platforms
Case study9undated
Conference or event402026-06-29
News or press3undated

Most recent

How it is countedHide how it is counted

Every page factorialhr.com 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 Factorial

What the judge wrote, as written, with how often. The vendor table decides that these count as Factorial; a claim can dispute any of them.
Factorial HR 1

Follow Factorial

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

Factorial is its own company.
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In its own words

Stated by the vendor, not checked
Positioning
All In One Business Management Software
For
decision-makers, the doers, and everyone in between
Price stated
Pricing starts at $8 per employee per month (PEPM). factorialhr.com
Starting price
8 factorialhr.com
Free plan or trial
Request a free demo factorialhr.com
Certifications
ISO/IEC 27001:2017SOC2 Type ISOC2 Type II
Not stated on the pages read
Integrations, hosting, customers

What Factorial's own pages state, read September 28, 2026: factorialhr.com, factorialhr.com/pricing-plans, factorialhr.com/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 Factorial'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 Factorial, 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 Factorial by email, built from the raw record of the edition. It shows:

  • where Factorial 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 Factorial, 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 factorialhr.com 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.