# Workforce scheduling for small business buyers: what AI models recommend, October 2026

Gane Index, October 2026 Edition. Asked as "employee scheduling software" and as "shift scheduling tool", six framings each, to fourteen models with search on, on behalf of a small B2B company. Page: https://www.gane.ai/index/hr/core/workforce-scheduling/2026-10/smb

This is the permanent record of the October 2026 Edition, published October 1, 2026 and superseded since. The current standing: https://www.gane.ai/index/hr/core/workforce-scheduling/smb/index.md

**Standing:** Homebase leads with 26% of first choices; verdict contested. 57 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Homebase](https://www.gane.ai/index/hr/vendors/homebase/index.md) | 26% | 2% | 52 |
| 2 | [Sling](https://www.gane.ai/index/hr/vendors/sling/index.md) | 23% | 0% | 31 |
| 3 | [When I Work](https://www.gane.ai/index/hr/vendors/when-i-work/index.md) | 19% | 6% | 48 |
| 4 | [Connecteam](https://www.gane.ai/index/hr/vendors/connecteam/index.md) | 18% | 8% | 48 |
| 5 | [Deputy](https://www.gane.ai/index/hr/vendors/deputy/index.md) | 2% | 9% | 33 |
| 6 | [Calendly](https://www.gane.ai/index/hr/vendors/calendly/index.md) | 2% | 28% | 29 |
| 7 | [Buddy Punch](https://www.gane.ai/index/hr/vendors/buddy-punch/index.md) | 2% | 20% | 10 |
| 13 | [7shifts](https://www.gane.ai/index/hr/vendors/7shifts/index.md) | 0% | 10% | 21 |
| 19 | [Acuity Scheduling](https://www.gane.ai/index/hr/vendors/acuity-scheduling/index.md) | 0% | 33% | 12 |

Rank is by share of first choices among all 69 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: no first choice
- GPT-5.4 mini: Sling; alternatives Deputy
- Gemini 3.5 Flash: Float; alternatives Calendly, Chili Piper, Deputy, Resource Guru
- Perplexity Sonar: When I Work; alternatives Connecteam, Rippling
- Grok 4.20: Connecteam; alternatives Homebase, When I Work
- Mistral Small: Connecteam, QuickBooks Time; alternatives OnTheClock, When I Work
- DeepSeek V4 Flash: When I Work; alternatives Acuity Scheduling, BigTime, Calendly, Connecteam
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Connecteam; alternatives Calendly, Deputy, Homebase, Salesforce Scheduler
- Kimi K2: Homebase; alternatives Connecteam, Deputy, When I Work
- GLM 4.7 FlashX: Buddy Punch; alternatives Connecteam, Homebase, QuickBooks Time, When I Work
- MiniMax M2.5: Calendly, Connecteam; alternatives 7shifts, Sling, When I Work
- GPT-6 Luna: When I Work; alternatives Deputy, Homebase
- Muse Glimmer 30B: When I Work; alternatives Deputy, Homebase

## Sources the answers cite

77 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- joinhomebase.com: 48 answers, 105 citations
- capterra.com: 43 answers, 75 citations
- forbes.com: 36 answers, 39 citations
- connecteam.com: 27 answers, 42 citations
- shifton.com: 26 answers, 26 citations
- zapier.com: 24 answers, 25 citations
- buddypunch.com: 24 answers, 24 citations
- peoplemanagingpeople.com: 21 answers, 27 citations

Pages named in the most answers:

- https://capterra.com/resources/best-employee-scheduling-software-for-small-business (31 answers)
- https://forbes.com/advisor/business/software/best-employee-scheduling-software (30 answers)
- https://shifton.com/blog/best-employee-scheduling-software-small-business (26 answers)
- https://joinhomebase.com/blog/best-employee-scheduling-software (25 answers)
- https://zapier.com/blog/best-employee-scheduling-software (23 answers)
- https://buddypunch.com/blog/employee-scheduling-software (22 answers)
- https://selecthub.com/employee-scheduling/employee-scheduling-small-business (20 answers)
- https://firsthr.app/compare/time-tracking/scheduling-software-for-small-business (18 answers)
- https://capterra.com/resources/best-employee-scheduling-software-reviews-analysis (15 answers)
- https://joinhomebase.com/blog/best-employee-scheduling-apps (15 answers)

## Warned against

- Calendly: 8 of 29 labels negative. "Tools such as Calendly can work well for consultations, but check whether they handle your needs for services, multiple staff, rooms or equipment, deposits, classes, and point-of-sale." (GPT-6 Luna, negative prompt)
- Acuity Scheduling: 4 of 12 labels negative. "Acuity Scheduling (Too expensive, no support, complex)." (GLM 4.7 FlashX, negative prompt)
- Connecteam: 4 of 48 labels negative. "You should avoid tools that do not sync directly with your accounting stack.
*   Tool to Watch: Connecteam" (Qwen 3.7 Flash, negative prompt)
- When I Work: 3 of 48 labels negative. "Avoid if you need advanced compliance features or complex scheduling rules" (Claude Haiku 4.5, negative prompt)

## Movement since September 2026

Floor: 13 points of share, measured on the calibration repeat.
Same leader: Homebase at 24%.

- Connecteam: 38% to 16%, −22. Cleared the floor by 9 points · rank 2 → 4 of 68.
- Homebase: 43% to 24%, −19. Cleared the floor by 6 points · rank 1 of 68, unchanged.
- Sling: 12% to 24%, +12. Inside the floor by 1 point · rank 3 → 2 of 68.
- When I Work: 7% to 18%, +11. Inside the floor by 2 points · rank 4 → 3 of 68.
- Deputy: 0% to 2%, +2. Inside the floor by 11 points · rank 5 of 68, unchanged.
- Calendly: 0% to 2%, +2. Inside the floor by 11 points · rank 6 of 68, unchanged.
- Buddy Punch: 0% to 2%, +2. Inside the floor by 11 points · rank 10 → 7 of 68.
- 7shifts: 0% to 0%, ±0. Inside the floor by 13 points · rank 7 → 13 of 68.
- Acuity Scheduling: 0% to 0%, ±0. Inside the floor by 13 points · rank 57 → 19 of 68.

## Record

- Method: https://www.gane.ai/index/hr/methodology
- License: CC BY 4.0. Cite as Gane Index, October 2026 Edition, www.gane.ai/index/hr.