| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Global payroll and employer of record | Core HR and payroll | 7% | 5 of 61 | 23% | 57 | accepted challenger | =heldSince September 2026: 9% → 8%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Contingent workforce management | Workforce planning and analytics | 0% | 20 of 121 | 14% | 7 | under 10 labels · led by VectorVMS at 16% | =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% | 21 of 87 | 0% | 4 | 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 compliance and policy management | Core HR and payroll | 0% | 30 of 97 | 0% | 4 | under 10 labels · led by Rippling at 19% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Payroll software | Core HR and payroll | 0% | 22 of 58 | 0% | 4 | under 10 labels · led by Rippling at 20% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| PEO providers | Core HR and payroll | 0% | 24 of 53 | 0% | 2 | under 10 labels · led by Justworks at 24% | |
| Benefits administration | Core HR and payroll | 0% | 38 of 67 | 0% | 1 | under 10 labels · led by Gusto at 20% | newNew since September 2026: not ranked then, 0% now. |
| HRIS and HCM platforms | Core HR and payroll | 0% | 46 of 66 | 0% | 1 | under 10 labels · led by Rippling at 26% | newNew since September 2026: not ranked then, 0% now. |
| Leave and absence management | Core HR and payroll | 0% | 48 of 95 | 0% | 1 | under 10 labels · led by BambooHR at 28% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Global payroll | 9% | 8% | =heldSince September 2026: 9% → 8%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 5 of 61, unchanged |
| Contingent workforce man | 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 19 → 20 of 121 |
| 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 65 → 21 of 87 |
| HR compliance | 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 → 30 of 97 |
| Payroll software | 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 22 of 58, unchanged |
| PEOs | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 24 of 53, unchanged |
| Benefits administration | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 38 of 67, unchanged |
| HRIS and HCM platforms | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 46 of 66, unchanged |
| Leave | 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 53 → 48 of 95 |
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 | 0 | 2 | 0 | 1 | 3 |
| GPT-5.4 mini | 0 | 3 | 2 | 1 | 6 |
| Gemini 3.5 Flash | 0 | 5 | 3 | 2 | 10 |
| Perplexity Sonar | 1 | 2 | 0 | 0 | 3 |
| Grok 4.1 Fast | 2 | 3 | 1 | 1 | 7 |
| Mistral Small | 1 | 1 | 3 | 1 | 6 |
| DeepSeek V4 Flash | 0 | 4 | 2 | 2 | 8 |
| Llama 4 Maverick | 0 | 0 | 2 | 0 | 2 |
| Qwen 3.7 Flash | 1 | 3 | 0 | 2 | 6 |
| Kimi K2 | 0 | 4 | 2 | 1 | 7 |
| GLM 4.7 FlashX | 2 | 2 | 3 | 0 | 7 |
| MiniMax M2.5 | 0 | 3 | 2 | 1 | 6 |
| GPT-6 Luna | 0 | 3 | 1 | 1 | 5 |
| Muse Glimmer 30B | 0 | 2 | 2 | 1 | 5 |
Verbatim evidence the judge attached to positive labels.
“Remote and Papaya Global are the top recommendations due to their scalability, global coverage, and strong compliance features” Mistral Small · Global payroll · paraphrase prompt · first choice
“170+ countries; excels in payroll accuracy, unlimited runs, and employee support. G2 leader for EOR.” Grok 4.1 Fast · Global payroll · comparative prompt · first choice
“Remote is often preferred by B2B companies where legal risk mitigation is paramount.” Qwen 3.7 Flash · Global payroll · direct prompt · first choice
“Fastest time‑to‑hire with entity‑owned reliability: Remote.” GLM 4.7 FlashX · Global payroll · comparative 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.
“pricing can be high (also around $599 per employee per month) and that support may not be as responsive for smaller businesses” Mistral Small · Global payroll · negative prompt · soft negative
“Buyers have reported pricing opacity... issues with payroll errors, difficulty in updating PTO, subpar health plans in the US” Claude Haiku 4.5 · Global payroll · negative prompt · soft negative
“Remote lists a standard $699 per employee/month—likely harder to justify if minimizing the provider fee is your priority” GPT-6 Luna · Global payroll · budget prompt · soft negative
“premium global Employer of Record (EOR) providers like Deel, Remote, and Rippling...can quickly become cost-prohibitive” Gemini 3.5 Flash · Global payroll · budget 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 213 of the 225 answers that named Remote and are not a share of its labels.
515 of the 592 domain citations in answers naming Remote 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 | 3,128 | 12 | 2026-09-23 | ||
| Report or ebook | 546 | undated | |||
| Template or tool | 363 | undated | |||
| Case study | 229 | 1 | 2026-08-19 | ||
| Comparison | 103 | 0 | 2026-05-08 | ||
| Conference or event | 93 | undated | |||
| News or press | 45 | undated | |||
| Webinar or virtual event | 42 | undated | |||
| Glossary or explainer | 7 | 0 | 2026-02-25 |
As the event pages on remote.com state them, read September 28, 2026.
Every page remote.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 Remote's own pages state, read September 28, 2026: remote.com, remote.com/pricing, trust.remote.com, remote.com/nl-nl/global-hr/platform-voor-werknemersmanagement, remote.com/resources/case-studies. 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 Remote'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 Remote, 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 Remote by email, built from the raw record of the edition. It shows: