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

HR AI Recommendation Index, October 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://hr-ai-index.com/core/time-and-attendance/smb/

**Standing:** Harvest leads with 23% of first choices; verdict contested. 53 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | Harvest | 23% | 0% | 16 |
| 2 | Clockify | 19% | 2% | 45 |
| 3 | Homebase | 13% | 2% | 41 |
| 4 | Jibble | 8% | 0% | 18 |
| 5 | Connecteam | 6% | 5% | 41 |
| 6 | Buddy Punch | 6% | 9% | 23 |
| 7 | QuickBooks Time | 4% | 16% | 37 |
| 8 | Toggl Track | 2% | 0% | 20 |
| 9 | TimeCamp | 2% | 0% | 13 |
| 10 | Deputy | 0% | 0% | 20 |
| 11 | Hubstaff | 0% | 10% | 10 |
| 12 | When I Work | 0% | 18% | 11 |

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

- Claude Haiku 4.5: Homebase; alternatives Clockify, Jibble, TimeClock Plus, TrackingTime
- GPT-5.4 mini: Gusto; alternatives ADP RUN, Connecteam, Homebase, Rippling
- Gemini 3.5 Flash: Harvest; alternatives Buddy Punch, Clockify, Connecteam, Everhour
- Perplexity Sonar: Buddy Punch; alternatives Connecteam, Gusto, Homebase, QuickBooks Time
- Grok 4.1 Fast: Clockify, Toggl Track; alternatives Connecteam, Homebase, QuickBooks Time
- Mistral Small: TimeTrex; alternatives BambooHR Time Tracking, Harvest, Homebase
- DeepSeek V4 Flash: Harvest; alternatives Buddy Punch, Clockify, Connecteam, Everhour
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: QuickBooks Time; alternatives Deputy, Homebase, Hubstaff, Time Doctor
- Kimi K2: Gusto, QuickBooks Time; alternatives Buddy Punch, Clockify, Deputy, When I Work
- GLM 4.7 FlashX: Clockify; alternatives Buddy Punch, Connecteam, Homebase, QuickBooks Time
- MiniMax M2.5: Homebase; alternatives Buddy Punch, Connecteam, Deputy, Jibble
- GPT-6 Luna: Buddy Punch; alternatives Connecteam, QuickBooks Time, Zoho People
- Muse Glimmer 30B: OnTheClock; alternatives Buddy Punch, Clockify, Connecteam, TimeCamp

## Sources the answers cite

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

- forbes.com: 45 answers, 53 citations
- joinhomebase.com: 40 answers, 82 citations
- timetrex.com: 30 answers, 47 citations
- guideflow.com: 28 answers, 28 citations
- ontheclock.com: 25 answers, 33 citations
- g2.com: 24 answers, 33 citations
- fitsmallbusiness.com: 22 answers, 24 citations
- selectsoftwarereviews.com: 21 answers, 21 citations

Pages named in the most answers:

- https://forbes.com/advisor/business/software/best-time-attendance-software (30 answers)
- https://guideflow.com/blog/time-and-attendance-software (28 answers)
- https://joinhomebase.com/blog/time-and-attendance-software (25 answers)
- https://selectsoftwarereviews.com/buyer-guide/time-and-attendance-software (21 answers)
- https://ontheclock.com/blog/best-time-clock-small-business (20 answers)
- https://techrepublic.com/article/best-time-and-attendance-software (20 answers)
- https://forbes.com/advisor/business/software/best-time-tracking-software (17 answers)
- https://joinhomebase.com/blog/best-time-clock-software (17 answers)
- https://fitsmallbusiness.com/best-time-and-attendance-software (15 answers)
- https://uschamber.com/co/run/human-resources/time-and-attendance-software (15 answers)

## Warned against

- ADP Workforce Now: 5 of 8 labels negative. "Complex Enterprise Systems (UKG/Kronos, ADP Workforce Now) ... Overly complex for small teams" (Kimi K2, negative prompt)
- QuickBooks Time: 6 of 37 labels negative. "others like Quickbooks Time and TCP Software (formerly known as TimeClock Plus) are geared towards larger organizations but have options for smaller businesses" (Llama 4 Maverick, negative prompt)
- Oracle Time and Labor: 5 of 5 labels negative. "Enterprise-focused systems like Microsoft, Oracle, SAP, and Workday are often too complex and expensive for small businesses." (Mistral Small, negative prompt)
- Workday Time Tracking: 4 of 4 labels negative. "Enterprise-focused systems like Microsoft, Oracle, SAP, and Workday are often too complex and expensive for small businesses." (Mistral Small, negative prompt)

## Movement since September 2026

Floor: 13 points of share, measured on the calibration repeat.
New leader: Homebase (21%) to Clockify (21%). Margin 9 points, within noise.

- Clockify: 9% to 21%, +12. Inside the floor by 1 point · rank 4 → 1 of 54.
- Homebase: 21% to 13%, −8. Inside the floor by 5 points · rank 1 → 3 of 54.
- Harvest: 14% to 21%, +7. Inside the floor by 6 points · rank 2 of 54, unchanged.
- Toggl Track: 9% to 2%, −7. Inside the floor by 6 points · rank 6 → 11 of 54.
- Jibble: 12% to 6%, −5. Inside the floor by 8 points · rank 3 → 5 of 54.
- Buddy Punch: 0% to 4%, +4. Inside the floor by 9 points · rank 16 → 9 of 54.
- OnTheClock: 0% to 4%, +4. Inside the floor by 9 points · rank 17 → 10 of 54.
- Connecteam: 9% to 6%, −3. Inside the floor by 10 points · rank 5 → 4 of 54.
- TimeCamp: 5% to 2%, −3. Inside the floor by 10 points · rank 8 → 12 of 54.
- Deputy: 2% to 0%, −2. Inside the floor by 11 points · rank 9 → 14 of 54.
- QuickBooks Time: 5% to 4%, ±0. Inside the floor by 13 points · rank 7 → 8 of 54.
- When I Work: 0% to 0%, ±0. Inside the floor by 13 points · rank 18 → 16 of 54.

## Record

- Method: https://hr-ai-index.com/methodology/
- Raw judge labels and full responses: https://hr-ai-index.com/data/
- License: CC BY 4.0. Cite as HR AI Recommendation Index, October 2026 Edition, hr-ai-index.com.