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

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/finance/vendors/toggl-track

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Professional services automation](https://www.gane.ai/index/finance/receivables/professional-services-automation/index.md) | 0% | 80 | 0% | 1 |

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named Toggl Track, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 2
- softwareadvice.com: 2
- uplandsoftware.com: 2
- accelo.com: 1
- assembly.com: 1
- avaza.com: 1
- bigtime.net: 1
- capterra.com: 1
- capterra.in: 1
- erpresearch.com: 1

### Pages cited

- https://g2.com/categories/professional-services-automation/small-business: 2
- https://uplandsoftware.com/psa/professional-services-automation/best-psa-software: 2
- https://accelo.com/how-to-buy: 1
- https://assembly.com/blog/professional-services-automation-software: 1
- https://avaza.com/professional-services-automation-software: 1
- https://bigtime.net/author/ahankusbigtime-net/page/3: 1
- https://bigtime.net/pricing: 1
- https://capterra.com/p/225762/Accelo/pricing: 1

## Record

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