HR AI Index
September 2026 Edition · The permanent record of this edition. The unqualified address always carries the latest edition.
Index Compensation and total rewards Earned wage access › Enterprise September 2026 Edition

Earned wage access for enterprise buyers

Asked as “earned wage access provider”, and as “on-demand pay benefit”, on behalf of an enterprise B2B company. 46 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing
Clear leader
61% 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 an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
01DailyPay61%18%56endorsed leader
02Payactiv17%7%44accepted challenger
03Rain7%7%30accepted challenger
04Chime Workplace4%0%17accepted challenger
05Tapcheck2%0%22accepted challenger
06Immediate2%6%16accepted challenger
Show the three products at 0%, ordered by negative rate
09EarnIn0%79%14criticized challenger
07Branch0%18%22accepted challenger
08ZayZoon0%7%14accepted 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.

One product takes 61% of first choices here, so the chart would put eight markers in one corner and one at the far edge. The two measurements it plots are columns in the standing above: share, and the negative label rate. One product carries a negative rate above 25% in this category. Jump to the standing

02What they warned about

Eight of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, Gemini 3.5 Flash, Mistral Small and Llama 4 Maverick 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.
EarnIn
79%
11 of 14 labels negative · 8 of 12 models · 7 hard negative
“Large enterprises should strictly avoid endorsing or integrating with D2C-heavy apps... EarnIn has faced several high-profile legal defeats.” Gemini 3.5 Flash, negative prompt
DailyPay
18%
10 of 56 labels negative · 8 of 12 models · 5 hard negative
“Two earned wage access providers, DailyPay and MoneyLion, were sued by the New York Attorney General, who alleged that both firms make illegal loans” Claude Haiku 4.5, negative prompt
MoneyLion
100%
7 of 7 labels negative · 7 of 12 models · 6 hard negative
“Providers with Notable Red Flags (Approach with High Caution or Avoid)... lawsuits (April 2025) against EWA providers—one direct-to-consumer (likely MoneyLion)” Grok 4.1 Fast, negative prompt
Dave
100%
4 of 4 labels negative · 4 of 12 models · 2 hard negative
“Providers to Avoid ... Examples: EarnIn ..., MoneyLion, Dave, Brigit” Kimi K2, 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

67 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. 991 links across 228 sites, every framing counted. Ranked by the number of answers carrying the site or page.

46 answers · 70 citations · 11 models
vendor site · HRTechSaaS34 answers · 40 citations · 10 models
33 answers · 33 citations · 9 models
28 answers · 28 citations · 9 models
vendor site · DailyPay25 answers · 53 citations · 9 models
24 answers · 43 citations · 10 models
23 answers · 23 citations · 9 models
vendor site · Guideflow20 answers · 20 citations · 7 models
20 answers · 20 citations · 8 models
vendor site · FitGap16 answers · 18 citations · 10 models
15 answers · 21 citations · 6 models
15 answers · 17 citations · 9 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 earned wage access provider for an enterprise B2B company?”Paraphrase“Which on-demand pay benefit would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade earned wage access providers and how do they differ?”Budget-constrained“What is the best earned wage access provider for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating an earned wage access provider. What should we look at?”Negative“Which earned wage access providers should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5DailyPay, Payactiv
One alternativeRain
ADP, Dayforce WalletChanged
One alternativeRellevate Pay Any Day
DailyPay, Payactiv
Two alternativesRain, Tapcheck
no first choice
Three alternativesChime Workplace, Payactiv, Rain
no first choiceagainst: Cleo, DailyPay, Empower, MoneyLion
GPT-5.4 miniDailyPay
Two alternativesPayactiv, Rain
DailyPayHeldDailyPay
Five alternativesChime Workplace / Wisely by ADP / ADP-linked solutions, Payactiv, Rain, Tapcheck, ZayZoon
Payactiv
One alternativeDailyPay
no first choiceagainst: DailyPay, MoneyLion
Gemini 3.5 FlashDailyPay
Five alternativesChime Workplace, Immediate, Payactiv, Tapcheck, Zeal
DailyPay, PayactivChanged
One alternativeRain
DailyPay
Four alternativesBranch, Chime Workplace, Immediate, Payactiv
against: Dayforce Wallet, Wisely
DailyPay, Payactiv
Four alternativesBranch, Chime Workplace, Immediate, Tapcheck
no first choiceagainst: Brigit, Cleo, DailyPay, EarnIn, MoneyLion, Payactiv
Perplexity SonarDailyPay
Three alternativesCloudPay NOW, Rain, Tapcheck
DailyPayHeld
Two alternativesPaylocity, Tapcheck
DailyPay
Four alternativesBranch, Chime Workplace, Payactiv, Tapcheck
Tapcheck
One alternativeBranch
against: Rain
no first choiceagainst: Brigit, Dave, EarnIn, Empower
Grok 4.1 FastDailyPay
Three alternativesPayactiv, Rain, Tapcheck
against: ZayZoon
DailyPayHeld
Three alternativesBranch, Payactiv, Wisely
DailyPay
Four alternativesBranch, FlexWage, Payactiv, Rain
against: EarnIn
Chime Workplace
Two alternativesDailyPay, Payactiv
against: Branch, EarnIn, Stream
DailyPay, Payactivagainst: DailyPay, EarnIn, MoneyLion
Mistral SmallDailyPay
Two alternativesClair, Payactiv
DailyPay, RainChangedDailyPay
Five alternativesBranch, CloudPay NOW, FlexWage, Payactiv, Wagestream
DailyPayno first choiceagainst: DailyPay
DeepSeek V4 FlashDailyPay
Four alternativesBranch, Clair, Payactiv, Wisely
DailyPayHeld
Two alternativesChime Workplace, Payactiv
DailyPay
Six alternativesClair, Immediate, Payactiv, Rain, Tapcheck, Wagestream
against: Branch, Chime MyPay, EarnIn
Rain
One alternativeChime Workplace
against: DailyPay, Immediate, Payactiv
no first choiceagainst: DailyPay, Dave, EarnIn, MoneyLion, Solo Funds
Llama 4 MaverickDailyPayno first choiceChangedno first choiceDailyPayPayactivagainst: Branch, EarnIn
Qwen 3.7 FlashDailyPay
Four alternativesBranch, Chime Workplace, Juice Financial, Rain
DailyPayHeld
One alternativePayactiv
DailyPay, Payactiv
Three alternativesRain, Wagestream, ZayZoon
Chime Workplace
Two alternativesDailyPay, Payactiv
no first choiceagainst: Bright Financial, Dayforce Wallet, Rain
Kimi K2DailyPay
Three alternativesBranch, Payactiv, Rain
DailyPayHeld
One alternativeDayforce Wallet
DailyPay
Four alternativesClair, Instant Financial, Payactiv, Rain
Immediate, Payactiv, Rainagainst: DailyPayDailyPay
Three alternativesBranch, Chime Workplace, Payactiv
against: Branch, Brigit, DailyPay, Dave, EarnIn, Even, MoneyLion, Payactiv
GLM 4.7 FlashXDailyPay
Four alternativesBranch, Payactiv, Tapcheck, Wagestream
DailyPayHeld
Four alternativesPayactiv, Rain, Tapcheck, ZayZoon
DailyPay
Five alternativesBranch, Chime Workplace, Payactiv, Tapcheck, ZayZoon
Wagestream
Two alternativesDailyPay, myFlexPay
no first choiceagainst: DailyPay, EarnIn, MoneyLion
MiniMax M2.5DailyPay
Three alternativesBranch, Clair, Payactiv
DailyPayHeld
Two alternativesPayactiv, Rain
DailyPay, Payactiv
Three alternativesClair, Immediate, Tapcheck
DailyPay, Payactiv
Two alternativesImmediate, Tapcheck
no first choiceagainst: Dave, EarnIn
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 19:36yes148 s
Direct recommendationGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 21:41yes35 s
Direct recommendationGemini 3.5 Flashgemini-3.5-flash2026-09-17 21:58yes1650 s
Direct recommendationPerplexity Sonarsonar2026-09-17 19:00yes205 s
Direct recommendationGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 20:48yes3318 s
Direct recommendationMistral Smallmistral/mistral-small via mistral2026-09-17 19:19yes99 s
Direct recommendationDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 19:02yes1418 s
Direct recommendationLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 21:47yes52 s
Direct recommendationQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 19:37yes845 s
Direct recommendationKimi K2moonshotai/kimi-k2 via novita2026-09-17 19:47yes822 s
Direct recommendationGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 20:14yes21131 s
Direct recommendationMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 21:09yes724 s
ParaphraseClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 20:28yes99 s
ParaphraseGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 20:15yes56 s
ParaphraseGemini 3.5 Flashgemini-3.5-flash2026-09-17 21:51yes1023 s
ParaphrasePerplexity Sonarsonar2026-09-17 21:04yes209 s
ParaphraseGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 21:01yes3417 s
ParaphraseMistral Smallmistral/mistral-small via mistral2026-09-17 19:36yes55 s
ParaphraseDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 21:09yes2323 s
ParaphraseLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 18:29yes53 s
ParaphraseQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 20:16yes720 s
ParaphraseKimi K2moonshotai/kimi-k2 via novita2026-09-17 19:43yes1525 s
ParaphraseGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 20:58yes1259 s
ParaphraseMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 20:42yes1945 s
ComparativeClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 21:05yes1310 s
ComparativeGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 21:18yes611 s
ComparativeGemini 3.5 Flashgemini-3.5-flash2026-09-17 21:58yes1751 s
ComparativePerplexity Sonarsonar2026-09-17 20:10yes2010 s
ComparativeGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 20:08yes2217 s
ComparativeMistral Smallmistral/mistral-small via mistral2026-09-17 20:51yes2318 s
ComparativeDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 21:24yes1419 s
ComparativeLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 19:24yes52 s
ComparativeQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 20:27yes1544 s
ComparativeKimi K2moonshotai/kimi-k2 via novita2026-09-17 19:28yes1544 s
ComparativeGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 20:26yes2961 s
ComparativeMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 20:09yes1135 s
Budget constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 21:15yes189 s
Budget constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 18:02yes47 s
Budget constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-17 19:52yes2426 s
Budget constrainedPerplexity Sonarsonar2026-09-17 21:41yes206 s
Budget constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 19:24yes3222 s
Budget constrainedMistral Smallmistral/mistral-small via mistral2026-09-17 20:04yes54 s
Budget constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 18:44yes2256 s
Budget constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 18:34yes52 s
Budget constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 20:54yes1968 s
Budget constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-17 20:02yes2364 s
Budget constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 18:20yes2675 s
Budget constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 19:58yes1746 s
Scale constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 19:38no08 s
Scale constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 20:10no010 s
Scale constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-17 18:00yes928 s
Scale constrainedPerplexity Sonarsonar2026-09-17 18:13yes1910 s
Scale constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 20:51yes1912 s
Scale constrainedMistral Smallmistral/mistral-small via mistral2026-09-17 21:30no09 s
Scale constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-09-17 18:42yes2487 s
Scale constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 19:29yes54 s
Scale constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 18:52no031 s
Scale constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-17 20:14yes2543 s
Scale constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 18:44yes29157 s
Scale constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 20:05yes1528 s
Negative framingClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 19:33yes3714 s
Negative framingGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 19:26yes36 s
Negative framingGemini 3.5 Flashgemini-3.5-flash2026-09-17 19:53yes2832 s
Negative framingPerplexity Sonarsonar2026-09-17 18:13yes206 s
Negative framingGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 18:22yes2113 s
Negative framingMistral Smallmistral/mistral-small via mistral2026-09-17 20:11yes139 s
Negative framingDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 21:02yes2636 s
Negative framingLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 21:45yes53 s
Negative framingQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 20:52no032 s
Negative framingKimi K2moonshotai/kimi-k2 via novita2026-09-17 20:01yes2342 s
Negative framingGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 17:59yes27116 s
Negative framingMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 18:58yes2037 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
ADP Wisely read as Wisely
Ceridian read as Dayforce Wallet
CloudPay read as CloudPay NOW
Dayforce read as Dayforce Wallet
Instant read as Instant Financial
Unresolved, counted raw
ADP MyCheckbook
Bright Financial
Chime Workplace / Wisely by ADP / ADP-linked solutions
Rellevate Pay Any Day
Vensure
Zeal
Discontinued, still offered
No shut-down product was recommended here.
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