Three of fourteen models named DailyPay first on the direct prompt; zero named EarnIn. Both were named by all fourteen models and DailyPay carries 58 labels and EarnIn 31, so the shares are not directly comparable.
Named in two categories this edition.
Named in three categories this edition.
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 earned wage access page.
Across every category in the October 2026 Edition, DailyPay and EarnIn were named in the same answer sixty-five times, of the 209 answers naming DailyPay and the 89 naming EarnIn. In those answers EarnIn took the first choice one time and DailyPay twenty-four.
| 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 |
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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“The New York Attorney General has sued DailyPay, alleging the "on-demand pay" product functions as an illegal loan with high fees.” DeepSeek V4 Flash · negative prompt · hard negative
“DailyPay is a named defendant in an active New York Attorney General lawsuit over alleged illegal lending.” Claude Haiku 4.5 · negative prompt · hard negative
“Sued by NY AG in 2025 for allegedly operating as an illegal payday lender” Grok 4.1 Fast · negative prompt · hard negative
“Real-time access up to full earned pay; deep payroll integrations (ADP, UKG)... High adoption (1,200+ employers, millions of users). | Large enterprises needing scale & engagement.” Grok 4.1 Fast · comparative prompt · first choice
“DailyPay is the strongest overall pick for large enterprises already running ADP, Workday, or UKG. It has the deepest payroll integration bench of any provider on the list.” Muse Glimmer 30B · comparative prompt · first choice
“If your employer offers a reputable, integrated EWA program (such as DailyPay or Payactiv), it is generally safer than direct-to-consumer apps” Gemini 3.5 Flash · negative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Weiser v. Activehours, Inc. d/b/a EarnIn is a Colorado state enforcement action alleging that EarnIn's "Cash Out" product is an unlawful, app-based payday loan” Muse Glimmer 30B · negative prompt · hard negative
“Providers to avoid or use only with extreme caution ... EarnIn (ActiveHours, Inc.) | • Alleged 300 %+ APR” MiniMax M2.5 · negative prompt · hard negative
“the primary provider to be cautious about—and arguably avoid if possible—is Earnin” GLM 4.7 FlashX · negative prompt · hard negative
“EarnIn is the strongest budget-oriented choice because it says it has no cost or risk to the business” GPT-5.4 mini · budget prompt · first choice
“Earnin is the best budget option” Perplexity Sonar · budget prompt · first choice
“Another option is Earnin, which allows employees to download the app and link it to their personal bank account without any employer involvement” Mistral Small · budget prompt · alternative
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.