| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Leave and absence management | Core HR and payroll | 4% | 7 of 95 | 17% | 12 | accepted challenger | ▲+4Since September 2026: 0% → 4%, +4 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| People analytics | Workforce planning and analytics | 3% | 7 of 114 | 17% | 6 | under 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 attendance | Core HR and payroll | 2% | 15 of 86 | 0% | 4 | under 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 scheduling | Core HR and payroll | 0% | 21 of 108 | 0% | 4 | under 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 onboarding | Onboarding and employee experience | 0% | 40 of 87 | 0% | 2 | under 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 management | Onboarding and employee experience | 0% | 88 of 108 | 50% | 2 | under 10 labels · led by Zoho Desk at 19% | newNew since September 2026: not ranked then, 0% now. |
| Applicant tracking systems | Talent acquisition | 0% | 39 of 65 | 0% | 1 | under 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 assistants | Onboarding and employee experience | 0% | 101 of 142 | 0% | 1 | under 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 platforms | Core HR and payroll | 0% | 36 of 66 | 0% | 1 | under 10 labels · led by Rippling at 26% | newNew since September 2026: not ranked then, 0% now. |
| Org charts and org design | Workforce planning and analytics | 0% | 59 of 95 | 0% | 1 | under 10 labels · led by ChartHop at 30% | goneNot named this edition; 0% in September 2026. |
| Performance management | Performance and talent management | 0% | 42 of 85 | 0% | 1 | under 10 labels · led by Lattice at 43% | goneNot named this edition; 0% in September 2026. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| People analytics | 0% | 4% | ▲+4Since September 2026: 0% → 4%, +4 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 25 → 7 of 114 |
| Leave | 0% | 4% | ▲+4Since September 2026: 0% → 4%, +4 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 18 → 7 of 95 |
| Time and attendance | 0% | 2% | ▲+2Since September 2026: 0% → 2%, +2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 25 → 15 of 86 |
| Workforce scheduling | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 40 → 21 of 108 |
| Employee onboarding | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 28 → 40 of 87 |
| HR help desk | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 88 of 108, unchanged |
| Applicant tracking syste | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 14 → 39 of 65 |
| HR AI assistants | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 31 → 101 of 142 |
| HRIS and HCM platforms | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 36 of 66, unchanged |
| Org charts | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 58 → 59 of 95 |
| Performance management | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 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
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 2 | 3 | 1 | 7 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 1 | 1 | 1 | 0 | 3 |
| Grok 4.1 Fast | 0 | 2 | 2 | 0 | 4 |
| Mistral Small | 1 | 1 | 0 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 2 | 2 | 1 | 5 |
| Llama 4 Maverick | 1 | 0 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 1 | 2 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 1 | 0 | 2 |
| MiniMax M2.5 | 1 | 1 | 0 | 1 | 3 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 4 | 0 | 4 |
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
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
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.
349 of the 376 domain citations in answers naming Factorial came from somebody else's page.
Pages are listed as the models cited them.
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.
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 837 | 25 | 2026-09-22 | Performance management, Applicant tracking syste | |
| Podcast or video | 241 | 12 | 2026-09-03 | ||
| Template or tool | 61 | 1 | 2026-09-08 | Employee onboarding | |
| Comparison | 42 | 3 | 2026-07-17 | ||
| Webinar or virtual event | 36 | undated | Applicant tracking syste | ||
| Report or ebook | 22 | 0 | 2026-06-10 | Performance management, People analytics | |
| Glossary or explainer | 13 | 0 | 2026-01-16 | HRIS and HCM platforms | |
| Case study | 9 | undated | |||
| Conference or event | 4 | 0 | 2026-06-29 | ||
| News or press | 3 | undated |
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.
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.
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.
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.
A new claim receives the current edition's vendor brief for Factorial by email, built from the raw record of the edition. It shows: