# Connecteam vs When I Work: which do AI models recommend for workforce scheduling, September 2026

HR AI Recommendation Index, September 2026 Edition, Workforce scheduling. Zero of twelve models named Connecteam first on the direct prompt; zero named When I Work. Page: https://hr-ai-index.com/core/workforce-scheduling/connecteam-vs-when-i-work/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Connecteam | 9% | #4 of 9 | 4% | 25 | 10 of 12 |
| When I Work | 6% | #5 of 9 | 11% | 28 | 11 of 12 |

## The direct prompt, model by model

- GPT-5.4 mini: neither first, one named (first choices: Rippling) (alternatives: Connecteam, Homebase, When I Work)
- Grok 4.1 Fast: neither first, one named (first choices: ADP Workforce Now, Rippling) (alternatives: Connecteam, Deputy)
- Mistral Small: neither first, one named (first choices: Paycor, TimeTrex) (alternatives: 7shifts, Buddy Punch, Connecteam)
- DeepSeek V4 Flash: neither first, one named (first choices: Deputy) (alternatives: ADP Workforce Now, Connecteam, Jobber, When I Work, Workforce.com)
- Kimi K2: neither first, one named (first choices: Deputy) (alternatives: Humanity, When I Work)
- GLM 4.7 FlashX: neither first, one named (first choices: Deputy) (alternatives: Connecteam, Humanity, TimeTrex, When I Work, Workforce.com, Zoho People)
- MiniMax M2.5: neither first, one named (first choices: TimeTrex) (alternatives: Deputy, Humanity, ScheduleAnywhere, When I Work)
- Claude Haiku 4.5: neither named (first choices: Paycor) (alternatives: Buddy Punch, Sling, UKG Pro)
- Gemini 3.5 Flash: neither named (first choices: Assembled) (alternatives: Calendly, Chili Piper, Deputy, Float, RevenueHero, Rippling, Runn)
- Perplexity Sonar: neither named (first choices: Deputy) (alternatives: Rippling, Workforce.com)
- Llama 4 Maverick: neither named (first choices: TimeTrex)
- Qwen 3.7 Flash: neither named (first choices: Deputy) (alternatives: Humanity, Rippling, TimeTrex)

## What the models said about Connecteam

- "strongest for deskless, field, or mobile-heavy teams, but it may be more than you need if your workforce is not frontline-heavy" (Perplexity Sonar, direct prompt, soft negative)
- "or Connecteam if you have deskless/field workers and want an all-in-one solution. Both are specifically rated highly for mid-market companies" (Kimi K2, paraphrase prompt, first choice)

## What the models said about When I Work

- "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)

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. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.