September 2026 Edition, published · The permanent record of that edition, superseded since. The current standing is on the category page →
Index › HR › Core HR and payroll › HRIS and HCM platforms › Small business · September 2026 Edition

HRIS and HCM platforms for small business buyers

Asked as “HRIS”, and as “human capital management platform”, on behalf of a small B2B company. 43 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
42%
Clear leader
42Gusto35BambooHR16Zoho People07others

42% of first choices, clear leader.

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 small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
01Gusto42%6%62endorsed leader
02BambooHR35%5%60endorsed leader
03Zoho People16%4%24accepted challenger
04Rippling5%7%46accepted challenger
Show the six products at 0%, ordered by negative rate
10Workday HCM0%90%10criticized challenger
09ADP0%55%11criticized challenger
08Paychex Flex0%8%12accepted challenger
05Justworks0%0%14accepted challenger
06Deel0%0%13accepted challenger
07HiBob0%0%10accepted challenger
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.
Head to headHead-to-head pages are published for mid-market buyers, so these open on mid-market figures, not small business.
All twenty-eight head-to-head pages: the top eight products, each against each

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
08
09
10
Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01Gusto42%
02BambooHR35%
03Zoho People16%
04Rippling5%
05Justworks0%
06Deel0%
07HiBob0%
08Paychex Flex0%
09ADP0%
10Workday HCM0%

What they warned about

Six of twelve models held their first choice under the paraphrase. Gemini 3.5 Flash, Grok 4.20, Mistral Small, Llama 4 Maverick, Kimi K2 and GLM 4.7 FlashX 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.
Workday HCM
90%
9 of 10 labels negative · 7 of 12 models · 5 hard negative
“Why to avoid: The implementation process alone can cost tens of thousands of dollars... Do not even schedule a demo.” Gemini 3.5 Flash, negative prompt
Paycor
75%
6 of 8 labels negative · 6 of 12 models · 3 hard negative
“Paycor is frequently cited in "Buyer Beware" contexts for small businesses.” GLM 4.7 FlashX, negative prompt
ADP
55%
6 of 11 labels negative · 6 of 12 models · 2 hard negative
“ADP comes up frequently in reviews with strong warnings from small business users.” MiniMax M2.5, negative prompt
ADP Workforce Now
83%
5 of 6 labels negative · 5 of 12 models · 4 hard negative
“Users have criticized the customer service, citing difficulties in resolving issues, lack of responsiveness and problematic communication” Claude Haiku 4.5, 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

65 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. 870 links across 197 sites, every framing counted. Ranked by the number of answers carrying the site or page.

43 answers · 52 citations · 11 models
vendor site · Paychex36 answers · 36 citations · 11 models
27 answers · 35 citations · 10 models
vendor site · Gusto25 answers · 31 citations · 10 models
vendor site · HiBob21 answers · 23 citations · 11 models
vendor site · ADP21 answers · 22 citations · 8 models
19 answers · 20 citations · 11 models
vendor site · Effy18 answers · 18 citations · 8 models
16 answers · 17 citations · 9 models
vendor site · Lattice15 answers · 16 citations · 7 models
14 answers · 15 citations · 8 models
13 answers · 15 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.

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 hris”, “hris”, “hris 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 productsShareOwn site citedName searches, GoogleAI search demand, est.Organic visitsPaid search a month, est.Google ads, last 30 daysBest Google position
Gusto gusto.com42%742673,00010,5601,629,483118
BambooHR bamboohr.com35%107490,5005511,055,247$44,698106
Zoho parent site
Zoho People 16%
16%3096,60050
Rippling rippling.com5%1438301,00017,886712,399$42,013115
TalentHR talenthr.io2%89480189,83132
Justworks justworks.com0%27960,500452236,868$2,424120
Deel deel.com0%48040,5001,210307,175$330,608118
HiBob hibob.com0%35414,800154266,143$541206
Paychex paychex.com
Paychex Flex 0%
0%139550,0004,7772,394,396 company683
ADP parent site
ADP RUN 0%
0%782,740,00023,897

Google's top ten for the three searches hold 18 sites; 4 of them are among the sites the models cited here (adp.com, forbes.com, hibob.com, paychex.com). The first result for “best hris” is reddit.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
ModelDirect“What is the best HRIS for a small B2B company?”Paraphrase“Which human capital management platform would you recommend to a small business that sells to other businesses?”Comparative“What are the top HRIS platforms for a small team and how do they differ?”Budget-constrained“What is the best HRIS for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a HRIS. What should we look at?”Negative“Which HRIS platforms should a small business avoid or be cautious about?”
Claude Haiku 4.5no first choiceno first choiceHeldGusto
Four alternativesBambooHR, Deel, HiBob, Rippling
Zoho People
Two alternativesGusto, Justworks
no first choiceagainst: ADP Workforce Now, Namely, Rippling, UKG Ready, Zoho People
GPT-5.4 miniBambooHR
Two alternativesGusto, Rippling
BambooHRHeld
Two alternativesGusto, Rippling
Gusto
Five alternativesBambooHR, Connecteam, Deel, Justworks, Rippling
against: Workday HCM
Gusto
One alternativeBambooHR
against: Paycor, Rippling
no first choiceagainst: HROne, Paylocity, TriNet
Gemini 3.5 FlashGusto, Rippling
Four alternativesBambooHR, Deel, HiBob, Justworks
RipplingChanged
Three alternativesBambooHR, Gusto, Justworks
Gusto
Three alternativesBambooHR, Justworks, Rippling
TalentHR
Four alternativesDeel, Homebase, OnPay, Zoho People
against: Gusto
Gusto
Three alternativesBambooHR, Deel, Rippling
against: Dayforce, UKG Pro, Workday HCM
against: ADP, Dayforce, Namely, Oracle Fusion Cloud HCM, Paychex Flex, Paycom, Paycor, SAP SuccessFactors, Workday HCM
Perplexity SonarBambooHR
Three alternativesADP RUN, Gusto, Rippling
BambooHRHeld
Two alternativesGusto, Rippling
Gusto
Four alternativesBambooHR, Paychex Flex, Rippling, Zoho People
Zoho People
Four alternativesBambooHR, Factorial, FirstHR, Gusto
no first choiceagainst: 15Five, ADP, BambooHR, Gusto, Lattice, Oracle Fusion Cloud HCM, Paycom, Paylocity, Workday HCM
Grok 4.20Gusto
Two alternativesBambooHR, Rippling
BambooHRChanged
Two alternativesGusto, Rippling
BambooHR, Gusto
Three alternativesJustworks, Paychex Flex, Rippling
Zoho People
Three alternativesBambooHR, Gusto, Homebase
no first choiceagainst: ADP Workforce Now, Namely, Paycom, UKG Pro / Dimensions, Workday HCM
Mistral SmallBambooHR
Three alternativesGoCo, Gusto, Zenefits
BambooHR, GustoChanged
One alternativeHiBob
BambooHR
Seven alternativesDeel, Gusto, HiBob, Justworks, Paychex Flex, Rippling, Zoho People
Gusto
Three alternativesBambooHR, Paychex Flex, Zoho People
BambooHR
Three alternativesGusto, Rippling, Zoho People
against: Workday HCM
against: ADP Workforce Now, Paycom, Paycor, Paylocity
DeepSeek V4 FlashGusto
Two alternativesBambooHR, Rippling
GustoHeld
One alternativeBambooHR
Gusto
Four alternativesADP, BambooHR, Rippling, Zoho People
Zoho People
Two alternativesFirstHR, Gusto
against: BambooHR
no first choiceagainst: ADP RUN, Dayforce, Gusto, Paycor, Paylocity, UKG Pro
Llama 4 Maverickno first choiceBambooHRChanged
Two alternativesGusto, HiBob
no first choiceno first choiceno first choiceagainst: BambooHR, Gusto
Qwen 3.7 FlashGusto
Two alternativesBambooHR, Rippling
GustoHeld
Two alternativesBambooHR, Rippling
Gusto
Five alternativesBambooHR, Deel, Justworks, Remote, Rippling
Gusto
Three alternativesBambooHR, Keela, Zenefits
BambooHR
Two alternativesGusto, Rippling
against: Oracle Fusion Cloud HCM, Workday HCM
against: 15Five, ADP, ADP Workforce Now, Lattice, Paycor, SAP SuccessFactors, UKG Pro, Workday HCM
Kimi K2Gusto
Two alternativesBambooHR, Rippling
BambooHR, GustoChanged
One alternativeRippling
Gusto
Three alternativesBambooHR, Deel, Rippling
against: ADP
Zoho People
Three alternativesBambooHR, Eddy, Gusto
no first choiceagainst: ADP Workforce Now, Paycom, SAP SuccessFactors, Workday HCM
GLM 4.7 FlashXBambooHR, Gusto
Four alternativesPaychex Flex, Rippling, Zenefits, Zoho People
BambooHRChanged
Four alternativesDeel, Eddy, Gusto, Rippling
BambooHR, Gusto
Three alternativesPaychex Flex, Rippling, Zoho People
Zoho People
Four alternativesEddy, Gusto, Homebase, Rippling
no first choiceagainst: ADP, Namely, Paycor, UKG Ready, Zenefits
MiniMax M2.5BambooHR, Gusto
One alternativeADP
BambooHR, GustoHeld
One alternativeHiBob
BambooHR, Gusto
Five alternativesADP RUN, Deel, Justworks, Rippling, Zoho People
Gusto, Zoho People
Two alternativesBambooHR, Paychex Flex
Gusto
Three alternativesBambooHR, Deel, Zoho People
against: Rippling
against: ADP
Bold 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.
PromptModelVersion stringTime (UTC)SearchedSourcesLatency
Direct recommendationClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 17:20no05 s
Direct recommendationGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 17:14yes37 s
Direct recommendationGemini 3.5 Flashgemini-3.5-flash2026-09-17 17:11yes1122 s
Direct recommendationPerplexity Sonarsonar2026-09-17 17:03yes204 s
Direct recommendationGrok 4.20spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version)2026-09-17 17:18yes2714 s
Direct recommendationMistral Smallmistral/mistral-small via mistral2026-09-17 17:07yes54 s
Direct recommendationDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-09-17 16:59yes1732 s
Direct recommendationLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 17:08yes52 s
Direct recommendationQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 17:08no029 s
Direct recommendationKimi K2moonshotai/kimi-k2 via novita2026-09-17 17:17yes1427 s
Direct recommendationGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 16:59yes1433 s
Direct recommendationMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 17:00yes514 s
ParaphraseClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 17:06no04 s
ParaphraseGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 17:02yes55 s
ParaphraseGemini 3.5 Flashgemini-3.5-flash2026-09-17 17:17yes922 s
ParaphrasePerplexity Sonarsonar2026-09-17 17:18yes186 s
ParaphraseGrok 4.20spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version)2026-09-17 17:07yes3315 s
ParaphraseMistral Smallmistral/mistral-small via mistral2026-09-17 16:57yes55 s
ParaphraseDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 16:57yes1817 s
ParaphraseLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 17:21yes53 s
ParaphraseQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 17:00yes528 s
ParaphraseKimi K2moonshotai/kimi-k2 via novita2026-09-17 17:05yes919 s
ParaphraseGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 17:08yes1083 s
ParaphraseMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 17:10yes526 s
ComparativeClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 17:01yes910 s
ComparativeGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 17:13yes47 s
ComparativeGemini 3.5 Flashgemini-3.5-flash2026-09-17 17:15yes1822 s
ComparativePerplexity Sonarsonar2026-09-17 17:11yes2010 s
ComparativeGrok 4.20spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version)2026-09-17 17:17yes2314 s
ComparativeMistral Smallmistral/mistral-small via mistral2026-09-17 17:15yes58 s
ComparativeDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 17:18yes2822 s
ComparativeLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 16:57yes53 s
ComparativeQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 17:05yes541 s
ComparativeKimi K2moonshotai/kimi-k2 via novita2026-09-17 16:57yes1545 s
ComparativeGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 16:58yes2042 s
ComparativeMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 17:21yes720 s
Budget constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 17:16yes97 s
Budget constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 17:12yes410 s
Budget constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-17 17:15yes1028 s
Budget constrainedPerplexity Sonarsonar2026-09-17 17:04yes207 s
Budget constrainedGrok 4.20spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version)2026-09-17 16:57yes3014 s
Budget constrainedMistral Smallmistral/mistral-small via mistral2026-09-17 17:13yes55 s
Budget constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 17:22yes1814 s
Budget constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 17:18yes53 s
Budget constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 17:22no030 s
Budget constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-17 17:20yes1026 s
Budget constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 17:19yes1828 s
Budget constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 17:17yes516 s
Scale constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 17:14no06 s
Scale constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 17:06no06 s
Scale constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-17 17:18yes1226 s
Scale constrainedPerplexity Sonarsonar2026-09-17 17:05yes209 s
Scale constrainedGrok 4.20spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version)2026-09-17 17:14yes1713 s
Scale constrainedMistral Smallmistral/mistral-small via mistral2026-09-17 17:12no07 s
Scale constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 16:57yes815 s
Scale constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 16:58yes53 s
Scale constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 17:11yes527 s
Scale constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-17 17:10yes1020 s
Scale constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 17:21yes1584 s
Scale constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 16:57yes940 s
Negative framingClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 17:01yes1717 s
Negative framingGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 16:57yes48 s
Negative framingGemini 3.5 Flashgemini-3.5-flash2026-09-17 17:02yes2223 s
Negative framingPerplexity Sonarsonar2026-09-17 17:04yes207 s
Negative framingGrok 4.20spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version)2026-09-17 17:20yes4220 s
Negative framingMistral Smallmistral/mistral-small via mistral2026-09-17 17:01yes1211 s
Negative framingDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 17:17yes2836 s
Negative framingLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 17:19yes54 s
Negative framingQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 16:59yes525 s
Negative framingKimi K2moonshotai/kimi-k2 via novita2026-09-17 17:05yes3034 s
Negative framingGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 17:23yes36182 s
Negative framingMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 17:18yes1228 s

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
Bob read as HiBob
Ceridian Dayforce read as Dayforce
Deel HR read as Deel
Oracle read as Oracle Fusion Cloud HCM
Oracle Cloud HCM read as Oracle Fusion Cloud HCM
Paychex read as Paychex Flex
Run Powered by ADP read as ADP RUN
UKG Pro / Kronos read as UKG Pro
Workday read as Workday HCM
Workday GO read as Workday HCM
Unresolved, counted raw
Keela
Plintio
Discontinued, still offered
No shut-down product was recommended here.
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