# Time and attendance for small business buyers: what AI models recommend, November 2026

Gane Index, November 2026 Edition. Asked as "time and attendance system" and as "employee time tracking software", six framings each, to fourteen models with search on, on behalf of a small B2B company. Page: https://www.gane.ai/index/hr/core/time-and-attendance/2026-11/smb

**Standing:** Homebase leads with 22% of first choices; verdict contested. 54 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) | 22% | 2% | 49 |
| 2 | [Clockify](https://www.gane.ai/index/hr/vendors/clockify/index.md) | 15% | 4% | 49 |
| 3 | [Harvest](https://www.gane.ai/index/hr/vendors/harvest/index.md) | 15% | 0% | 16 |
| 4 | [Toggl Track](https://www.gane.ai/index/hr/vendors/toggl-track/index.md) | 11% | 0% | 17 |
| 5 | [QuickBooks Time](https://www.gane.ai/index/hr/vendors/quickbooks-time/index.md) | 6% | 9% | 46 |
| 6 | [Buddy Punch](https://www.gane.ai/index/hr/vendors/buddy-punch/index.md) | 6% | 3% | 33 |
| 7 | [Gusto](https://www.gane.ai/index/hr/vendors/gusto/index.md) | 6% | 8% | 12 |
| 8 | [Deputy](https://www.gane.ai/index/hr/vendors/deputy/index.md) | 4% | 6% | 36 |
| 9 | [Rippling](https://www.gane.ai/index/hr/vendors/rippling/index.md) | 4% | 6% | 17 |
| 10 | [Jibble](https://www.gane.ai/index/hr/vendors/jibble/index.md) | 4% | 8% | 13 |
| 11 | [TimeCamp](https://www.gane.ai/index/hr/vendors/timecamp/index.md) | 4% | 14% | 14 |
| 12 | [Connecteam](https://www.gane.ai/index/hr/vendors/connecteam/index.md) | 2% | 0% | 31 |

Rank is by share of first choices among all 80 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: Rippling; alternatives Buddy Punch, Connecteam, Gusto
- Gemini 3.5 Flash: Gusto; alternatives Buddy Punch, Clockify, Connecteam, Harvest
- Perplexity Sonar: TrackingTime; alternatives Buddy Punch, Clockify, Connecteam, Homebase
- Grok 4.20: Homebase; alternatives BambooHR Time Tracking, Buddy Punch, Clockify, QuickBooks Time
- Mistral Small: Connecteam; alternatives Buddy Punch, Gusto, Homebase
- DeepSeek V4 Flash: Clockify, Harvest, Toggl Track; alternatives Deputy, Homebase, QuickBooks Time
- Llama 4 Maverick: Homebase; alternatives BambooHR Time Tracking, Buddy Punch, ClockShark, Deputy
- Qwen 3.7 Flash: Gusto, QuickBooks Time; alternatives Clockify, Deputy
- Kimi K2: Buddy Punch, Homebase; alternatives Clockify, Deputy, QuickBooks Time, TimeCamp
- GLM 4.7 FlashX: Homebase; alternatives Connecteam, Deputy, QuickBooks Time, Rippling
- MiniMax M2.5: Buddy Punch, Deputy; alternatives Homebase
- GPT-6 Luna: QuickBooks Time; alternatives Connecteam, Deputy
- Muse Glimmer 30B: Homebase; alternatives BambooHR Time Tracking, Buddy Punch, Connecteam, Deputy

## Sources the answers cite

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

- fitsmallbusiness.com: 36 answers, 41 citations
- forbes.com: 35 answers, 44 citations
- leadchangegroup.com: 28 answers, 32 citations
- joinhomebase.com: 19 answers, 22 citations
- capterra.com: 18 answers, 38 citations
- softwareadvice.com: 18 answers, 33 citations
- g2.com: 14 answers, 18 citations
- techrepublic.com: 14 answers, 14 citations

Pages named in the most answers:

- https://fitsmallbusiness.com/best-time-and-attendance-software (29 answers)
- https://leadchangegroup.com/time-and-attendance-software/small-business (25 answers)
- https://forbes.com/advisor/business/software/best-time-attendance-software (24 answers)
- https://techrepublic.com/article/best-time-and-attendance-software (14 answers)
- https://thedigitalprojectmanager.com/tools/best-time-tracking-software-for-small-business (11 answers)
- https://trackingtime.co/time-attendance-software/best-time-attendance-software.html (11 answers)
- https://forbes.com/advisor/business/best-time-tracking-software (10 answers)
- https://myhours.com/best-time-tracking-software-small-business (10 answers)
- https://joinhomebase.com/blog/time-and-attendance-software (9 answers)
- https://softwareadvice.com/hr/time-attendance-comparison/small-business (9 answers)

## Warned against

- UKG Pro Workforce Management: 8 of 11 labels negative. "Overly Complex Enterprise-Grade Systems * Examples: UKG Pro, Workday, SAP SuccessFactors, Oracle Workforce Management." (Gemini 3.5 Flash, negative prompt)
- ADP Workforce Now: 5 of 6 labels negative. "enterprise-grade platforms like ADP Workforce Now or TimeClock Plus that come with bloated pricing and complexity" (DeepSeek V4 Flash, negative prompt)
- QuickBooks Time: 4 of 46 labels negative. "limited free plans like some TSheets/QuickBooks Time tiers: Prone to human error" (Grok 4.20, negative prompt)
- Time Doctor: 3 of 3 labels negative. "Time Doctor has an outdated UI, Linux and macOS issues, and spotty customer support" (Claude Haiku 4.5, negative prompt)

## Movement since October 2026

Floor: 13 points of share, measured on the calibration repeat.
New leader: Harvest (23%) to Homebase (22%). Margin 7 points, within noise.

- Homebase: 13% to 22%, +9. Inside the floor by 4 points · rank 3 → 1 of 80.
- Toggl Track: 2% to 11%, +9. Inside the floor by 4 points · rank 11 → 4 of 80.
- Harvest: 23% to 15%, −8. Inside the floor by 5 points · rank 1 → 3 of 80.
- Clockify: 19% to 15%, −4. Inside the floor by 9 points · rank 2 of 80, unchanged.
- Deputy: 0% to 4%, +4. Inside the floor by 9 points · rank 14 → 8 of 80.
- Jibble: 8% to 4%, −4. Inside the floor by 9 points · rank 4 → 10 of 80.
- Connecteam: 6% to 2%, −4. Inside the floor by 9 points · rank 5 → 12 of 80.
- QuickBooks Time: 4% to 6%, +2. Inside the floor by 11 points · rank 10 → 5 of 80.
- Rippling: 2% to 4%, +2. Inside the floor by 11 points · rank 13 → 9 of 80.
- TimeCamp: 2% to 4%, +2. Inside the floor by 11 points · rank 12 → 11 of 80.
- Buddy Punch: 6% to 6%, ±0. Inside the floor by 13 points · rank 6 of 80, unchanged.
- Gusto: 6% to 6%, ±0. Inside the floor by 13 points · rank 8 → 7 of 80.

## Record

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