# Toggl Track: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 13 judge labels across 2 categories by 9 of 14 models. Page: https://www.gane.ai/index/hr/vendors/toggl-track

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Time and attendance](https://www.gane.ai/index/hr/core/time-and-attendance/index.md) | 12% | 4 | 10% | 10 |
| [Employee monitoring](https://www.gane.ai/index/hr/planning/employee-monitoring/index.md) | 0% | 24 | 0% | 3 |

## What the models said for it

- "Toggl is widely considered the industry leader for mid-sized consultancies, dev shops, and agencies." (Qwen 3.7 Flash, Time and attendance)
- "I'd suggest starting with ClickTime or Toggl Track as your primary options" (Kimi K2, Time and attendance)
- "For most mid-sized B2B companies ... Toggl Track offers the best balance" (DeepSeek V4 Flash, Time and attendance)
- "Toggl Track – best overall for mid-market B2B teams" (Muse Glimmer 30B, Time and attendance)

## And against it

- "Clockify / Toggl (more basic, free tier available)" (MiniMax M2.5, Time and attendance)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 0 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 1 | 2 | 0 | 0 | 3 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 1 | 0 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 1 | 0 | 0 | 0 | 1 |
| Kimi K2 | 1 | 0 | 1 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 1 | 1 | 2 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 1 | 0 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Toggl Track, from 40 of the 54 answers that named it (only the models that return a source list).

### Domains cited

- forbes.com: 21
- capterra.com: 17
- thedigitalprojectmanager.com: 17
- softwareadvice.com: 15
- fitsmallbusiness.com: 14
- g2.com: 8
- resources.rework.com: 8
- tmetric.com: 8
- firsthr.app: 7
- myhours.com: 7

### Pages cited

- https://forbes.com/advisor/business/best-time-tracking-software: 13
- https://capterra.com/time-tracking-software: 9
- https://thedigitalprojectmanager.com/tools/best-time-tracking-software-for-small-business: 9
- https://thedigitalprojectmanager.com/tools/enterprise-time-tracking-software: 7
- https://memtime.com/blog/time-tracking-software-for-small-business: 6
- https://softwareadvice.com/employee-monitoring: 6
- https://tmetric.com/best-software/top-10-employee-time-tracking-software-reviews-comparison: 6
- https://b2breviews.com/time-tracking-software: 5

## In its own words

What Toggl Track's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: The best time tracker and capacity planning software (https://toggl.com/)
- For: teams, freelancers, solo users, agencies & professional services teams, software & IT teams, law firms, accounting & finance teams, large organizations (https://toggl.com/)
- Price stated: No credit card required; Free 30-day trial for all features; Cancel anytime (https://toggl.com/)
- Starting price: 0 (https://toggl.com/pricing)
- Free plan or trial: Free 30-day trial for all features (https://toggl.com/)
- Integrations claimed: 100 (https://toggl.com/pricing)
- Certifications: GDPR, SOC 2 Type I
- Customers named: Sweat+Co, Netguru, Xmartlabs, Talkshopmedia, Netconomy, FullStack Labs, Instinctif Partners, Fuse

## 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.