When I Work vs Connecteam
Zero of fourteen models named When I Work first on the direct prompt; zero named Connecteam. When I Work was named by twelve of the fourteen models and Connecteam by twelve and When I Work carries 37 labels and Connecteam 23, so the shares are not directly comparable.
Named in eight categories this edition.
Named in eighteen 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.
By framing
When I WorkFirst choices, of fourteen modelsConnecteam
Across every category in the November 2026 Edition, When I Work and Connecteam were named in the same answer 192 times, of the 302 answers naming When I Work and the 718 naming Connecteam. In those answers Connecteam took the first choice thirty-nine times and When I Work thirty-four.
Every model, every framing
| 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 | | |
When I Work Connecteam first choice named as an alternative argued againstblank: not namedEach cell is one answer, When I Work on the left and Connecteam on the right.The direct prompt
Neither was the first choice, one was named
5 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
9 of 14 modelsThe answer made no first choice from these two in this category.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.
By buyer segment
Connecteam15%#3 of 12When I Work12%#4 of 12When I Work9%#4 of 15Connecteam7%#5 of 15When I Work0%#– of 9Connecteam0%#– of 9What the models said about When I Work
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
What the models said about Connecteam
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“not designed to replace the HR department for salaried employee benefits” Claude Haiku 4.5 · comparative prompt · soft negative
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.