HR AI Index
Index 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
Clear leader
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.

01The 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 vendor page.

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%

02What they warned about

Six of twelve models held their first choice under the paraphrase. Gemini 3.5 Flash, Grok 4.1 Fast, 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

03What they cite

Citations exist only for the models that return a source list: twelve of the twelve in this edition, and all six flagship models on the expanded tier.

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. 6 of those lists are Google grounding redirects that name no site and are left out of the counts. 788 links across 181 sites, every framing counted. Ranked by the number of answers carrying the site or page.

42 answers · 51 citations · 10 models
vendor site · Paychex32 answers · 32 citations · 10 models
vendor site · People Managing People25 answers · 33 citations · 9 models
vendor site · Gusto23 answers · 29 citations · 9 models
vendor site · HiBob19 answers · 21 citations · 10 models
vendor site · ADP19 answers · 20 citations · 7 models
18 answers · 19 citations · 10 models
16 answers · 17 citations · 9 models
vendor site · Lattice14 answers · 15 citations · 6 models
vendor site · Effy14 answers · 14 citations · 7 models
13 answers · 15 citations · 8 models
vendor site · BambooHR12 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.

04How 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.
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, Paycom, Paylocity, Workday HCM
Grok 4.1 FastGusto
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 (formerly Kronos) 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, Workday HCM
against: 15Five, ADP, ADP Workforce Now, Lattice, Paycor, SAP SuccessFactors, UKG Pro / Kronos, 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

05The record

One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency. Full answer text is in the free responses file. Download the record
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 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 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 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 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 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 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 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 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 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 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 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 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.

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