Zero of twelve models named Homebase first on the direct prompt; zero named When I Work. Homebase was named by twelve of the twelve models and When I Work by eleven and Homebase carries 25 labels and When I Work 28, so the shares are not directly comparable.
Named in eleven categories this edition.
Named in five categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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 workforce scheduling page.
Across every category in the September 2026 Edition, Homebase and When I Work were named in the same answer 164 times, of the 370 answers naming Homebase and the 222 naming When I Work. In those answers When I Work took the first choice fifteen times and Homebase forty-nine.
| 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 |
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 three in this category shown.
“Sling or Homebase (note: these cap out quickly at mid-scale)” Qwen 3.7 Flash · paraphrase prompt · soft negative
“Recommendation: Start with Homebase if you have one location and want time tracking included for free—it's the most balanced for limited budgets” Grok 4.1 Fast · budget prompt · first choice
“When I Work or Homebase are excellent starting points due to their balance of features, ease of use, and affordability” Mistral Small · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Employee Scheduling Tools (7shifts, HotSchedules, When I Work)... caution is about your own operational hygiene.” DeepSeek V4 Flash · negative prompt · soft negative
“does not appear to offer the same free-plan value as Connecteam” GPT-5.4 mini · budget prompt · soft negative
“I'd suggest starting with When I Work if budget is a concern and you need something that's easy to implement” MiniMax M2.5 · paraphrase prompt · first choice
“For most mid-sized B2B companies, When I Work or Homebase are excellent starting points” Mistral Small · paraphrase 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.