Zero of fourteen models named Homebase first on the direct prompt; zero named When I Work. Homebase was named by thirteen of the fourteen models and When I Work by twelve and Homebase carries 22 labels and When I Work 37, so the shares are not directly comparable.
Named in twelve categories this edition.
Named in eight 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 workforce management suites page.
Across every category in the November 2026 Edition, Homebase and When I Work were named in the same answer 201 times, of the 382 answers naming Homebase and the 302 naming When I Work. In those answers When I Work took the first choice twenty-two times and Homebase sixty-five.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| 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. Four of four in this category shown.
“far more robust and compliant than entry-level tools (like Homebase or 7shifts)” Gemini 3.5 Flash · paraphrase prompt · soft negative
“consistently top ranked for small business workforce management... Need zero cost to start and basic scheduling/time clocks: Homebase free plan” Muse Glimmer 30B · budget prompt · first choice
“Strictly $0 Budget | Homebase or Connecteam | Generous free tiers for essential clock-in/out and scheduling.” Qwen 3.7 Flash · budget prompt · first choice
“Homebase is usually the safest first pick for small teams because it's explicitly positioned as budget-friendly” GPT-5.4 mini · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“For a company on a tight budget, When I Work (from $2.50/user/month) or Homebase ... are your best bets.” GLM 4.7 FlashX · 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.