Global payroll and employer of record · October 2026 Edition
Rippling vs Remote
One of fourteen models named Rippling first on the direct prompt; two named Remote. Both were named by all fourteen models and Rippling carries 43 labels and Remote 57, so the shares are not directly comparable.
Named in twenty-nine categories this edition.
Named in nine categories this edition.
First-choice share13%7%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate14%23%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#5A position in a field of 9; printed, not drawn.
Labels4357A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Rippling reading right to left. Rank and label count are printed, not drawn.Deel was named alongside these two in fourteen of the fourteen direct answers. Deel vs Rippling · Deel vs Remote · RemoFirst vs Rippling
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the global payroll and employer of record page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
RipplingFirst choices, of fourteen modelsRemote
Direct12
Paraphrase62
Comparative23
Budget-constrained001 against Rippling · 5 against Remote
Scale-constrained00
Negative005 against Rippling · 8 against Remote
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Rippling and Remote stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | | |||
| GPT-5.4 mini | | | | |||
| Gemini 3.5 Flash | | | | | | |
| Perplexity Sonar | | | | |||
| Grok 4.1 Fast | | | | | | |
| Mistral Small | | | | |||
| DeepSeek V4 Flash | | | | | | |
| Llama 4 Maverick | | |||||
| Qwen 3.7 Flash | | | | | | |
| Kimi K2 | | | | | ||
| GLM 4.7 FlashX | | | | | ||
| MiniMax M2.5 | | | | | ||
| GPT-6 Luna | | | | |||
| Muse Glimmer 30B | | | |
Rippling Remote first choice named as an alternative argued againstblank: not namedEach cell is one answer, Rippling on the left and Remote on the right.The direct prompt
The plain question, one answer per model, grouped by where Rippling and Remote stood in it.
Rippling first, Remote an alternative
1 of 14 modelsRemote was named in the answer but not as the choice, or not at all.Gemini 3.5 FlashRippling alternatives: Deel, Papaya Global, Remote
Remote first, Rippling an alternative
2 of 14 modelsRippling was named in the answer but not as the choice, or not at all.Grok 4.1 FastDeel, Remote alternatives: Multiplier, RemoFirst, Rippling
Qwen 3.7 FlashDeel, Remote, Safeguard Global
Neither was the first choice, one was named
8 of 14 modelsThe answer put something else first and named one of the two as an alternative.GPT-5.4 miniDeel alternatives: G-P, Multiplier, Oyster, Rippling
Perplexity SonarDeel alternatives: RemoFirst, Remote, Rippling
DeepSeek V4 FlashDeel alternatives: G-P, Oyster, Remote, Rippling
Kimi K2Deel alternatives: Multiplier, Papaya Global, Remote, Rippling
GLM 4.7 FlashXDeel, Papaya Global alternatives: Omni HR, Oyster, Remote, Rippling
MiniMax M2.5Multiplier alternatives: Deel, Papaya Global, Remote
GPT-6 LunaDeel alternatives: Papaya Global, Remote, Rippling
Muse Glimmer 30BDeel alternatives: Oyster, Remote
Neither was named
3 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Deel alternatives: Multiplier, Oyster
Mistral SmallDeel alternatives: Acvian, Borderless AI, Boundless, Insperity, Safeguard Global
Llama 4 MaverickSafeguard Global alternatives: Deel
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Mid-marketThe figures above
The order flips: Rippling leads at mid-market.
Rippling13%#3 of 9Remote7%#5 of 9Enterprise
The order flips: Remote leads at enterprise.
Remote8%#6 of 13Rippling2%#7 of 13What the models said about Rippling
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Highest Caution: Active Legal/Ethical Controversies ... Deel & Rippling” Kimi K2 · negative prompt · hard negative
“list Deel, Remote, Oyster, Skuad, Globalization Partners, Pebl, Atlas, Rippling, and Multiplier as high automation, AI-driven options note they often struggle with hidden fees” Muse Glimmer 30B · negative prompt · soft negative
What the models said about Remote
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“pricing can be high (also around $599 per employee per month) and that support may not be as responsive for smaller businesses” Mistral Small · 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 · 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 · budget prompt · soft negative
“Remote and Papaya Global are the top recommendations due to their scalability, global coverage, and strong compliance features” Mistral Small · paraphrase prompt · first choice
“170+ countries; excels in payroll accuracy, unlimited runs, and employee support. G2 leader for EOR.” Grok 4.1 Fast · comparative prompt · first choice
“Remote is often preferred by B2B companies where legal risk mitigation is paramount.” Qwen 3.7 Flash · direct prompt · first choice
Also compared
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.