Global payroll and employer of record
Asked as “employer of record”, and as “global payroll provider”, on behalf of a mid-market B2B company. 46 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
22%
Contested · Oyster 13%
22Deel13Oyster13Papaya Global52others
22% of first choices, contested.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all twelve models, for a mid-market B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
All twenty-eight head-to-head pages: the top eight products, each against each
Deel vs RemoteDeel vs RipplingDeel vs MultiplierDeel vs G-PPapaya Global vs OysterPapaya Global vs RemoFirstPapaya Global vs RemotePapaya Global vs RipplingPapaya Global vs MultiplierPapaya Global vs G-POyster vs RemoFirstOyster vs RemoteOyster vs RipplingOyster vs MultiplierOyster vs G-PRemoFirst vs RemoteRemoFirst vs RipplingRemoFirst vs MultiplierRemoFirst vs G-PRemote vs RipplingRemote vs MultiplierRemote vs G-PRippling vs MultiplierRippling vs G-PMultiplier vs G-P
Recommended versus criticized
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
Criticized challengerCriticized default
Negative label rate →
01
02
03
04
05
06
07
08Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Deel22%
Deel22%02Papaya Global13%
Papaya Global13%03Oyster13%
Oyster13%04RemoFirst11%
RemoFirst11%05Remote9%
Remote9%06Rippling9%
Rippling9%07Multiplier2%
Multiplier2%08G-P2%
G-P2%What they warned about
One of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Perplexity Sonar, Grok 4.20, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX and MiniMax M2.5 changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
Deel19%
10 of 53 labels negative · 8 of 12 models · 2 hard negative
“Drastically Cautioned – Documented Legal/Compliance Issues... Who should avoid: Companies with compliance-sensitive contracts, enterprise clients, or critical payroll deadlines.” DeepSeek V4 Flash, negative prompt
Remote18%
9 of 51 labels negative · 7 of 12 models
“premium, all-in-one Employer of Record (EOR) providers like Deel, Remote, or Rippling ... these admin costs can quickly deplete your capital” Gemini 3.5 Flash, budget prompt
Papaya Global17%
6 of 36 labels negative · 4 of 12 models · 2 hard negative
“Platforms with Notable Concerns ... Papaya Global - Trustpilot rating: Concerning 3.2/5 with reports of missed payments and hidden fees” Kimi K2, negative prompt
Rippling12%
4 of 33 labels negative · 3 of 12 models · 1 hard negative
“Rippling (for global payroll outside the US)... If you need true multi-country payroll, look elsewhere.” Mistral Small, negative prompt
What they cite
Twelve of the twelve models returned a source list in this edition: four return the pages they cited and eight the search results they consulted.
Sites the answers cite
66 of 72 answers in this category came back with a source list, from 12 of 12 models: citations where the model returns them, or the search results it consulted. 945 links across 198 sites, every framing counted. Ranked by the number of answers carrying the site or page.
vendor site · Teamed27 answers · 42 citations · 11 models
25 answers · 29 citations · 11 models
23 answers · 28 citations · 10 models
vendor site · Gartner22 answers · 26 citations · 11 models
vendor site · Remote21 answers · 27 citations · 11 models
21 answers · 25 citations · 9 models
vendor site · Oyster HR18 answers · 22 citations · 11 models
vendor site · Safeguard Global17 answers · 17 citations · 10 models
vendor site · Deel16 answers · 26 citations · 9 models
16 answers · 19 citations · 7 models
vendor site · HeroHunt.ai16 answers · 16 citations · 9 models
vendor site · RemoFirst15 answers · 17 citations · 8 models
Pages the answers cite
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
21 answers · 11 models
17 answers · 10 models
15 answers · 8 models
11 answers · 8 models
11 answers · 9 models
11 answers · 10 models
11 answers · 9 models
11 answers · 9 models
10 answers · 10 models
10 answers · 7 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best employer of record”, “employer of record”, “eor and global payroll platforms”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| Deel deel.com | 22% | 480 | 40,500 | 1,210 | 307,175 | $330,608 | 118 | |
| Papaya papayaglobal.com Papaya Global 13% | 13% | 163 | 246,000 | 31,430 | 189,744 company | $8,309 | 11 | 1 |
| Oyster oysterhr.com | 13% | 73 | 301,000 | 109,205 | 379,211 | $14,169 | 65 | 5 |
| RemoFirst remofirst.com | 11% | 65 | 1,600 | 21 | 17,414 | $701 | 36 | 1 |
| Remote remote.com Remote 9%, Remote People 0% | 9% | 249 | 110,000 | 426,655 | 766,598 | $15,858 | 88 | 3 |
| Rippling rippling.com | 9% | 1438 | 301,000 | 17,886 | 712,399 | $42,013 | 115 | |
| Hire with Columbus hirewithcolumbus.com | 9% | 13 | 50 | 242 | 28 | |||
| Native Teams nativeteams.com | 4% | 12 | 320 | 86 | 47,722 | $12,206 | 30 | 2 |
| Multiplier usemultiplier.com | 2% | 101 | 9,900 | 71,234 | 69,887 | $4,584 | 120 | |
| G-P globalization-partners.com | 2% | 87 | 110,000 | 11,471 | 16,514 | $302,233 | 120 |
Google's top ten for the three searches hold 23 sites; 4 of them are among the sites the models cited here (globaleorservices.org, oysterhr.com, remofirst.com, remote.com). The first result for “best employer of record” is hrtechedge.com.
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.ShowHide
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ShowHideModelDirect“What is the best employer of record for a mid-market B2B company?”Paraphrase“Which global payroll provider would you recommend to a mid-sized B2B company?”Comparative“What are the top EOR and global payroll platforms and how do they differ?”Budget-constrained“What is the best employer of record for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating an employer of record. What should we look at?”Negative“Which EOR and global payroll platforms should I avoid or be cautious about?”
Claude Haiku 4.5Multiplier, OysterDeelChangedDeelHire with Columbusagainst: RemoFirstno first choiceagainst: Deel, Rippling
Three alternatives
Deel, Remote, Velocity GlobalThree alternatives
ADP, Papaya Global, RipplingTwo alternatives
Papaya Global, RemoteGPT-5.4 miniDeelRemoteChangedDeel, Papaya Global, RemoteRemoFirstagainst: Remoteno first choicenothing named
Two alternatives
Remote, RipplingFour alternatives
ADP GlobalView Payroll, Deel, Papaya Global, RipplingSix alternatives
ADP, CloudPay, G-P, Oyster, Rippling, Velocity GlobalOne alternative
DeelGemini 3.5 FlashRipplingRipplingHeldDeelHire with Columbusagainst: Deel, Remote, Ripplingno first choiceagainst: Atlas HXM, Deel, Papaya Global, Rippling
Three alternatives
Deel, Papaya Global, RemoteThree alternatives
Deel, Papaya Global, RemoteSeven alternatives
G-P, Multiplier, Oyster, Papaya Global, Remote, Rippling, Safeguard GlobalThree alternatives
RemoFirst, Remote People, TheraPerplexity SonarTeamedDeelChangedDeel, Papaya GlobalRemoFirstagainst: Deel, Remoteno first choiceagainst: Agile HRO, Horizons, Native Teams, RecruitGo, Skuad
One alternative
Safeguard GlobalFour alternatives
Papaya Global, Paylocity, Remote, RipplingFour alternatives
Multiplier, Oyster, Remote, RipplingTwo alternatives
Playroll, Remote PeopleGrok 4.20Deelagainst: Papaya GlobalRipplingChangedDeel, Papaya GlobalHire with Columbusagainst: Multiplier, Remoteno first choiceagainst: Deel, G-P, Gusto Global, Oyster, Papaya Global, Remote
Four alternatives
Multiplier, Oyster, Remote, RipplingThree alternatives
Deel, Papaya Global, RemoteFive alternatives
ADP, Oyster, RemoFirst, Remote, RipplingThree alternatives
Horizons, RecruitGo, RemoFirstMistral SmallOysterPapaya GlobalChangedDeelTarmackno first choiceagainst: Foxhire, G2O, Multiplier, Payoneer Workforce Management, Rippling, Talent500
Two alternatives
Deel, RemoteFour alternatives
Deel, Lano, Remote, RipplingSix alternatives
Multiplier, Oyster, Papaya Global, Remote, Remote People, RipplingTwo alternatives
Hire with Columbus, Remote PeopleDeepSeek V4 FlashDeelagainst: G-P, Papaya GlobalDeel, RipplingChangedDeelRemoFirstagainst: Deel, Remoteno first choiceagainst: Deel, Gusto Global, Papaya Global, Remote
Three alternatives
Oyster, Remote, TeamedThree alternatives
Multiplier, Papaya Global, RemoteEight alternatives
ADP, G-P, Oyster, Papaya Global, Remote, Rippling, TMF Group, Velocity GlobalTwo alternatives
Native Teams, WisemonkLlama 4 MaverickDeel, Oyster, RemotePapaya GlobalChangedDeel, Papaya GlobalRemoFirstno first choicenothing named
One alternative
MultiplierThree alternatives
Oyster, Remote, RivermateTwo alternatives
ADP GlobalView Payroll, RemoteQwen 3.7 FlashDeel, Oyster, RemoteOyster, Papaya GlobalChangedDeel, RemoteNative Teamsno first choiceagainst: Deel, Payoneer Workforce Management, Remote, Wise
Two alternatives
Multiplier, RipplingFive alternatives
Paylocity, Remote, Rippling, SRGA Global, TMF GroupThree alternatives
Oyster, Papaya Global, RipplingOne alternative
RemoFirstKimi K2Deel, RemotePapaya GlobalChangedDeelNative Teamsno first choiceagainst: Deel, Oyster, Papaya Global, Velocity Global
Two alternatives
Oyster, TeamedFour alternatives
Deel, Lano, Remote, RipplingThree alternatives
Oyster, Papaya Global, RemoteTwo alternatives
Hire with Columbus, RemoFirstGLM 4.7 FlashXG-P, Safeguard GlobalPapaya GlobalChangedDeelHire with Columbusno first choiceagainst: ADP GlobalView Payroll, Deel, Employment Hero, RemoFirst, Remote
Eight alternatives
Deel, Multiplier, Omni HR, Oyster, Papaya Global, Remote, Teamed, WorkMotionSix alternatives
Deel, Multiplier, Oyster, Paylocity, Remote, RipplingEight alternatives
Atlas HXM, HireGlobal, Oyster, Papaya Global, Payoneer Workforce Management, Remote, Rippling, TopSourceThree alternatives
HireGlobal, RemoFirst, TarmackMiniMax M2.5OysterDeel, Papaya GlobalChangedRemote PeopleRemoFirstno first choicenothing named
Four alternatives
Atlas HXM, Deel, Multiplier, RemoteTwo alternatives
Remote, RipplingEight alternatives
Deel, G-P, Multiplier, Oyster, Papaya Global, RemoFirst, Remote, RipplingThree alternatives
Multiplier, Pilot, RemunanceBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency.
Seventy-two rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 21:08 | yes | 9 | 9 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 21:14 | yes | 3 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 18:40 | yes | 21 | 34 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-17 20:44 | yes | 20 | 4 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 19:50 | yes | 35 | 19 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 19:26 | yes | 5 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 21:11 | yes | 16 | 20 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 21:35 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 18:24 | no | 0 | 30 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 21:16 | yes | 13 | 27 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 21:07 | yes | 14 | 33 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 21:46 | yes | 5 | 20 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 18:48 | yes | 9 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 20:55 | yes | 1 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 18:07 | yes | 9 | 22 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-17 19:33 | yes | 20 | 9 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 21:02 | yes | 15 | 10 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 20:31 | yes | 5 | 5 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-17 19:00 | yes | 19 | 40 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 21:02 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 20:31 | yes | 5 | 14 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 20:31 | yes | 7 | 21 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 17:55 | yes | 12 | 81 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 19:04 | yes | 5 | 17 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 17:54 | yes | 18 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 20:59 | yes | 4 | 11 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 18:51 | yes | 20 | 30 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-17 20:29 | yes | 20 | 9 s |
| Comparative | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 21:44 | yes | 32 | 15 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 19:41 | yes | 15 | 9 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 18:59 | yes | 29 | 29 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 20:14 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 20:40 | no | 0 | 70 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 21:05 | yes | 15 | 29 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 18:49 | yes | 10 | 96 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 18:11 | yes | 17 | 39 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 21:09 | yes | 9 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 21:13 | yes | 4 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 19:23 | yes | 25 | 21 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-17 21:15 | yes | 20 | 4 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 20:55 | yes | 39 | 20 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 18:02 | yes | 5 | 3 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-17 18:14 | yes | 14 | 31 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 19:39 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 18:41 | yes | 10 | 38 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 18:12 | yes | 9 | 16 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 18:27 | yes | 17 | 17 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 20:41 | yes | 10 | 26 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 19:30 | no | 0 | 7 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 19:04 | no | 0 | 10 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 21:58 | yes | 12 | 55 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-17 20:37 | yes | 20 | 10 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 20:52 | yes | 12 | 10 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 21:34 | no | 0 | 6 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 20:55 | yes | 20 | 29 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 20:37 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 17:58 | yes | 5 | 23 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 18:02 | yes | 9 | 22 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 19:22 | yes | 15 | 71 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 18:19 | yes | 5 | 25 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 19:48 | yes | 35 | 16 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 19:39 | yes | 2 | 14 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 20:02 | yes | 26 | 23 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-17 21:26 | yes | 20 | 8 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 21:06 | yes | 47 | 21 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 19:27 | yes | 5 | 8 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 18:30 | yes | 34 | 40 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 18:05 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 19:40 | yes | 18 | 46 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 18:51 | yes | 25 | 36 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 18:21 | yes | 15 | 55 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 21:15 | no | 0 | 8 s |
Noise floor in this category
Flips between the edition run and its calibration repeat. Six prompts per model is a small sample; the index-wide floor is the number to trust.
ShowHide
Claude Haiku 4.5
3 of 4 flipped
GPT-5.4 mini
3 of 4 flipped
Gemini 3.5 Flash
2 of 4 flipped
Perplexity Sonar
2 of 4 flipped
Grok 4.20
2 of 5 flipped
Mistral Small
3 of 5 flipped
DeepSeek V4 Flash
4 of 5 flipped
Llama 4 Maverick
3 of 4 flipped
Qwen 3.7 Flash
4 of 4 flipped
Kimi K2
4 of 4 flipped
GLM 4.7 FlashX
4 of 4 flipped
MiniMax M2.5
3 of 4 flipped
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
ShowHide
Category-scoped readings
ADP Global read as ADP GlobalView Payroll
ADP Global Payroll read as ADP GlobalView Payroll
ADP GlobalView read as ADP GlobalView Payroll
Atlas read as Atlas HXM
Gusto read as Gusto Global
Gusto (including Gusto Global EOR) read as Gusto Global
Oyster HR read as Oyster
Papaya read as Papaya Global
Paylocity Global Payroll read as Paylocity
Payoneer read as Payoneer Workforce Management
RemotePeople read as Remote People
RemotePeople (formerly Horizons) read as Remote People
TopSource Worldwide read as TopSource
Workday read as Workday Payroll
Unresolved, counted raw
Blue Marble
Check
Foxhire
G2O (by Velocity Global)
Hero Hunt
Links International
Localis
Mauve
Remunance
SRGA Global
Talent500 (by Oyster)
Thera
Discontinued, still offered
No shut-down product was recommended here.