Eight of fourteen models named Tapcheck first on the direct prompt; one named Payactiv. Tapcheck was named by thirteen of the fourteen models and Payactiv by fourteen and Tapcheck carries 41 labels and Payactiv 51, so the shares are not directly comparable.
Named in two categories this edition.
Named in two 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, Tapcheck and Payactiv were named in the same answer seventy-seven times, of the 126 answers naming Tapcheck and the 192 naming Payactiv. In those answers Payactiv took the first choice four times and Tapcheck 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. Three of four in this category shown.
“Tapcheck - Best overall for broad functionality and payroll integration, with no-code payroll and timekeeping integration and free employer cost” Claude Haiku 4.5 · budget prompt · first choice
“Best overall for broad functionality and payroll integration: Tapcheck, with no-code payroll and timekeeping integration and free employer cost.” Muse Glimmer 30B · budget prompt · first choice
“with a slight lean toward Tapcheck if your top priorities are easy rollout, no employer cost, and minimal payroll disruption” GPT-5.4 mini · paraphrase 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.
“A long-standing player in the space that faces criticism for aggressive collection tactics on debts.” Qwen 3.7 Flash · negative prompt · hard negative
“exercise extreme caution with: EarnIn, MoneyLion, DailyPay, Empower, and PayActiv” DeepSeek V4 Flash · negative prompt · hard negative
“Avoid enterprise-focused ones like DailyPay or Payactiv if budget-tight” Grok 4.1 Fast · budget prompt · hard negative
“Start with Payactiv or Tapcheck for mid-market B2B—they balance cost, reviews, and fit without enterprise complexity.” Grok 4.1 Fast · direct prompt · first choice
“stick with employer‑integrated options (e.g., DailyPay, Payactiv, Branch Core)” MiniMax M2.5 · negative prompt · first choice
“such as DailyPay or Payactiv), it is generally safer than direct-to-consumer apps” Gemini 3.5 Flash · negative prompt · first choice
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.