Four of fourteen models named Rippling first on the direct prompt; zero named Timetastic. Rippling was named by twelve of the fourteen models and Timetastic by eight and Rippling carries 26 labels and Timetastic 14, so the shares are not directly comparable.
Named in twenty-nine categories this edition.
Named in one category 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 leave and absence management page.
| 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. One of one in this category shown.
“If you want a single recommendation, Rippling is the best fit when your leave management needs must integrate tightly with broader workforce systems.” Perplexity Sonar · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Timetastic may not be suitable for larger companies due to lack of advanced features, and the software only allows one manager or approver per department” Claude Haiku 4.5 · negative prompt · soft negative
“Timetastic and the free plans from Connecteam or TalentHR are excellent starting points for budget-conscious companies.” Claude Haiku 4.5 · budget prompt · first choice
“Go with lightweight, dedicated PTO trackers like Vacation Tracker, Calamari, or Timetastic” Gemini 3.5 Flash · negative prompt · first choice
“Timetastic (Top Pick for Value) ... no minimum monthly charge” Qwen 3.7 Flash · budget 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.